Fangjun Kuang
Committed by GitHub

add streaming-server with web client (#164)

* add streaming-server with web client

* small fixes
  1 +# Copyright 2022 Xiaomi Corp. (authors: Fangjun Kuang)
  2 +#
  3 +# See ../../../LICENSE for clarification regarding multiple authors
  4 +#
  5 +# Licensed under the Apache License, Version 2.0 (the "License");
  6 +# you may not use this file except in compliance with the License.
  7 +# You may obtain a copy of the License at
  8 +#
  9 +# http://www.apache.org/licenses/LICENSE-2.0
  10 +#
  11 +# Unless required by applicable law or agreed to in writing, software
  12 +# distributed under the License is distributed on an "AS IS" BASIS,
  13 +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  14 +# See the License for the specific language governing permissions and
  15 +# limitations under the License.
  16 +from typing import Tuple
  17 +
  18 +# Please sort it alphabetically
  19 +_static_files = (
  20 + ("/css/bootstrap.min.css", "text/css"),
  21 + ("/css/bootstrap.min.css.map", "text/css"),
  22 + ("/index.html", "text/html"),
  23 + ("/js/bootstrap.min.js", "application/javascript"),
  24 + ("/js/bootstrap.min.js.map", "application/javascript"),
  25 + ("/js/jquery-3.6.0.min.js", "application/javascript"),
  26 + ("/js/offline_record.js", "application/javascript"),
  27 + ("/js/offline_record.js", "application/javascript"),
  28 + ("/js/popper.min.js", "application/javascript"),
  29 + ("/js/popper.min.js.map", "application/javascript"),
  30 + ("/js/streaming_record.js", "application/javascript"),
  31 + ("/js/upload.js", "application/javascript"),
  32 + ("/k2-logo.png", "image/png"),
  33 + ("/nav-partial.html", "text/html"),
  34 + ("/offline_record.html", "text/html"),
  35 + ("/streaming_record.html", "text/html"),
  36 + ("/upload.html", "text/html"),
  37 +)
  38 +
  39 +_404_page = r"""
  40 +<!doctype html><html><head>
  41 +<title>Speech recognition with next-gen Kaldi</title><body>
  42 +<h1>404 ERROR! Please re-check your URL</h1>
  43 +</body></head></html>
  44 +"""
  45 +
  46 +
  47 +def read_file(root: str, name: str) -> str:
  48 + try:
  49 + with open(f"{root}/{name}") as f:
  50 + return f.read()
  51 + except: # noqa
  52 + with open(f"{root}/{name}", "rb") as f:
  53 + return f.read()
  54 +
  55 +
  56 +class HttpServer:
  57 + """
  58 + A simple HTTP server that hosts only static files
  59 + """
  60 +
  61 + def __init__(self, doc_root: str):
  62 + content = dict()
  63 + for f, mime_type in _static_files:
  64 + content[f] = (read_file(doc_root, f), mime_type)
  65 + self.content = content
  66 +
  67 + def process_request(self, f: str) -> Tuple[str, str, str]:
  68 + """
  69 + Args:
  70 + f:
  71 + The filename to read.
  72 + Returns:
  73 + Return a tuple:
  74 + - a bool, True if the given file is found. False otherwise.
  75 + - a str, the content of the file if found. Otherwise, it
  76 + contains the content for the 404 page
  77 + - a str, the MIME type of the returned content
  78 + """
  79 + if f in self.content:
  80 + return True, self.content[f][0], self.content[f][1]
  81 + else:
  82 + return False, _404_page, "text/html"
@@ -119,7 +119,9 @@ def get_args(): @@ -119,7 +119,9 @@ def get_args():
119 "--sample-rate", 119 "--sample-rate",
120 type=int, 120 type=int,
121 default=16000, 121 default=16000,
122 - help="Sample rate of the feature extractor. Must match the one expected by the model. Note: The input sound files can have a different sample rate from this argument.", 122 + help="""Sample rate of the feature extractor. Must match the one
  123 + expected by the model. Note: The input sound files can have a
  124 + different sample rate from this argument.""",
123 ) 125 )
124 126
125 parser.add_argument( 127 parser.add_argument(
  1 +#!/usr/bin/env python3
  2 +# Copyright 2022-2023 Xiaomi Corp.
  3 +#
  4 +"""
  5 +A server for streaming ASR recognition. By streaming it means the audio samples
  6 +are coming in real-time. You don't need to wait until all audio samples are
  7 +captured before sending them for recognition.
  8 +
  9 +It supports multiple clients sending at the same time.
  10 +
  11 +Usage:
  12 + ./streaming_server.py --help
  13 +
  14 +Example:
  15 +
  16 +python3 ./python-api-examples/streaming_server.py \
  17 + --encoder-model ./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/encoder-epoch-99-avg-1.onnx \
  18 + --decoder-model ./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/decoder-epoch-99-avg-1.onnx \
  19 + --joiner-model ./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/joiner-epoch-99-avg-1.onnx \
  20 + --tokens ./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/tokens.txt
  21 +"""
  22 +
  23 +import argparse
  24 +import asyncio
  25 +import http
  26 +import json
  27 +import logging
  28 +import socket
  29 +import ssl
  30 +from concurrent.futures import ThreadPoolExecutor
  31 +from datetime import datetime
  32 +from pathlib import Path
  33 +from typing import List, Optional, Tuple
  34 +
  35 +import numpy as np
  36 +import sherpa_onnx
  37 +import websockets
  38 +from http_server import HttpServer
  39 +
  40 +
  41 +def setup_logger(
  42 + log_filename: str,
  43 + log_level: str = "info",
  44 + use_console: bool = True,
  45 +) -> None:
  46 + """Setup log level.
  47 +
  48 + Args:
  49 + log_filename:
  50 + The filename to save the log.
  51 + log_level:
  52 + The log level to use, e.g., "debug", "info", "warning", "error",
  53 + "critical"
  54 + use_console:
  55 + True to also print logs to console.
  56 + """
  57 + now = datetime.now()
  58 + date_time = now.strftime("%Y-%m-%d-%H-%M-%S")
  59 + formatter = "%(asctime)s %(levelname)s [%(filename)s:%(lineno)d] %(message)s"
  60 + log_filename = f"{log_filename}-{date_time}.txt"
  61 +
  62 + Path(log_filename).parent.mkdir(parents=True, exist_ok=True)
  63 +
  64 + level = logging.ERROR
  65 + if log_level == "debug":
  66 + level = logging.DEBUG
  67 + elif log_level == "info":
  68 + level = logging.INFO
  69 + elif log_level == "warning":
  70 + level = logging.WARNING
  71 + elif log_level == "critical":
  72 + level = logging.CRITICAL
  73 +
  74 + logging.basicConfig(
  75 + filename=log_filename,
  76 + format=formatter,
  77 + level=level,
  78 + filemode="w",
  79 + )
  80 + if use_console:
  81 + console = logging.StreamHandler()
  82 + console.setLevel(level)
  83 + console.setFormatter(logging.Formatter(formatter))
  84 + logging.getLogger("").addHandler(console)
  85 +
  86 +
  87 +def add_model_args(parser: argparse.ArgumentParser):
  88 + parser.add_argument(
  89 + "--encoder-model",
  90 + type=str,
  91 + required=True,
  92 + help="Path to the encoder model",
  93 + )
  94 +
  95 + parser.add_argument(
  96 + "--decoder-model",
  97 + type=str,
  98 + required=True,
  99 + help="Path to the decoder model.",
  100 + )
  101 +
  102 + parser.add_argument(
  103 + "--joiner-model",
  104 + type=str,
  105 + required=True,
  106 + help="Path to the joiner model.",
  107 + )
  108 +
  109 + parser.add_argument(
  110 + "--tokens",
  111 + type=str,
  112 + required=True,
  113 + help="Path to tokens.txt",
  114 + )
  115 +
  116 + parser.add_argument(
  117 + "--sample-rate",
  118 + type=int,
  119 + default=16000,
  120 + help="Sample rate of the data used to train the model. "
  121 + "Caution: If your input sound files have a different sampling rate, "
  122 + "we will do resampling inside",
  123 + )
  124 +
  125 + parser.add_argument(
  126 + "--feat-dim",
  127 + type=int,
  128 + default=80,
  129 + help="Feature dimension of the model",
  130 + )
  131 +
  132 +
  133 +def add_decoding_args(parser: argparse.ArgumentParser):
  134 + parser.add_argument(
  135 + "--decoding-method",
  136 + type=str,
  137 + default="greedy_search",
  138 + help="""Decoding method to use. Current supported methods are:
  139 + - greedy_search
  140 + - modified_beam_search
  141 + """,
  142 + )
  143 +
  144 + add_modified_beam_search_args(parser)
  145 +
  146 +
  147 +def add_modified_beam_search_args(parser: argparse.ArgumentParser):
  148 + parser.add_argument(
  149 + "--num-active-paths",
  150 + type=int,
  151 + default=4,
  152 + help="""Used only when --decoding-method is modified_beam_search.
  153 + It specifies number of active paths to keep during decoding.
  154 + """,
  155 + )
  156 +
  157 +
  158 +def add_endpointing_args(parser: argparse.ArgumentParser):
  159 + parser.add_argument(
  160 + "--use-endpoint",
  161 + type=int,
  162 + default=1,
  163 + help="1 to enable endpoiting. 0 to disable it",
  164 + )
  165 +
  166 + parser.add_argument(
  167 + "--rule1-min-trailing-silence",
  168 + type=float,
  169 + default=2.4,
  170 + help="""This endpointing rule1 requires duration of trailing silence
  171 + in seconds) to be >= this value""",
  172 + )
  173 +
  174 + parser.add_argument(
  175 + "--rule2-min-trailing-silence",
  176 + type=float,
  177 + default=1.2,
  178 + help="""This endpointing rule2 requires duration of trailing silence in
  179 + seconds) to be >= this value.""",
  180 + )
  181 +
  182 + parser.add_argument(
  183 + "--rule3-min-utterance-length",
  184 + type=float,
  185 + default=20,
  186 + help="""This endpointing rule3 requires utterance-length (in seconds)
  187 + to be >= this value.""",
  188 + )
  189 +
  190 +
  191 +def get_args():
  192 + parser = argparse.ArgumentParser(
  193 + formatter_class=argparse.ArgumentDefaultsHelpFormatter,
  194 + )
  195 +
  196 + add_model_args(parser)
  197 + add_decoding_args(parser)
  198 + add_endpointing_args(parser)
  199 +
  200 + parser.add_argument(
  201 + "--port",
  202 + type=int,
  203 + default=6006,
  204 + help="The server will listen on this port",
  205 + )
  206 +
  207 + parser.add_argument(
  208 + "--nn-pool-size",
  209 + type=int,
  210 + default=1,
  211 + help="Number of threads for NN computation and decoding.",
  212 + )
  213 +
  214 + parser.add_argument(
  215 + "--max-batch-size",
  216 + type=int,
  217 + default=50,
  218 + help="""Max batch size for computation. Note if there are not enough
  219 + requests in the queue, it will wait for max_wait_ms time. After that,
  220 + even if there are not enough requests, it still sends the
  221 + available requests in the queue for computation.
  222 + """,
  223 + )
  224 +
  225 + parser.add_argument(
  226 + "--max-wait-ms",
  227 + type=float,
  228 + default=10,
  229 + help="""Max time in millisecond to wait to build batches for inference.
  230 + If there are not enough requests in the stream queue to build a batch
  231 + of max_batch_size, it waits up to this time before fetching available
  232 + requests for computation.
  233 + """,
  234 + )
  235 +
  236 + parser.add_argument(
  237 + "--max-message-size",
  238 + type=int,
  239 + default=(1 << 20),
  240 + help="""Max message size in bytes.
  241 + The max size per message cannot exceed this limit.
  242 + """,
  243 + )
  244 +
  245 + parser.add_argument(
  246 + "--max-queue-size",
  247 + type=int,
  248 + default=32,
  249 + help="Max number of messages in the queue for each connection.",
  250 + )
  251 +
  252 + parser.add_argument(
  253 + "--max-active-connections",
  254 + type=int,
  255 + default=500,
  256 + help="""Maximum number of active connections. The server will refuse
  257 + to accept new connections once the current number of active connections
  258 + equals to this limit.
  259 + """,
  260 + )
  261 +
  262 + parser.add_argument(
  263 + "--num-threads",
  264 + type=int,
  265 + default=1,
  266 + help="Sets the number of threads used for interop parallelism (e.g. in JIT interpreter) on CPU.",
  267 + )
  268 +
  269 + parser.add_argument(
  270 + "--certificate",
  271 + type=str,
  272 + help="""Path to the X.509 certificate. You need it only if you want to
  273 + use a secure websocket connection, i.e., use wss:// instead of ws://.
  274 + You can use sherpa/bin/web/generate-certificate.py
  275 + to generate the certificate `cert.pem`.
  276 + """,
  277 + )
  278 +
  279 + parser.add_argument(
  280 + "--doc-root",
  281 + type=str,
  282 + default="./python-api-examples/web",
  283 + help="""Path to the web root""",
  284 + )
  285 +
  286 + return parser.parse_args()
  287 +
  288 +
  289 +def create_recognizer(args) -> sherpa_onnx.OnlineRecognizer:
  290 + recognizer = sherpa_onnx.OnlineRecognizer(
  291 + tokens=args.tokens,
  292 + encoder=args.encoder_model,
  293 + decoder=args.decoder_model,
  294 + joiner=args.joiner_model,
  295 + num_threads=1,
  296 + sample_rate=16000,
  297 + feature_dim=80,
  298 + decoding_method=args.decoding_method,
  299 + max_active_paths=args.num_active_paths,
  300 + enable_endpoint_detection=args.use_endpoint != 0,
  301 + rule1_min_trailing_silence=args.rule1_min_trailing_silence,
  302 + rule2_min_trailing_silence=args.rule2_min_trailing_silence,
  303 + rule3_min_utterance_length=args.rule3_min_utterance_length,
  304 + )
  305 +
  306 + return recognizer
  307 +
  308 +
  309 +def format_timestamps(timestamps: List[float]) -> List[str]:
  310 + return ["{:.3f}".format(t) for t in timestamps]
  311 +
  312 +
  313 +class StreamingServer(object):
  314 + def __init__(
  315 + self,
  316 + recognizer: sherpa_onnx.OnlineRecognizer,
  317 + nn_pool_size: int,
  318 + max_wait_ms: float,
  319 + max_batch_size: int,
  320 + max_message_size: int,
  321 + max_queue_size: int,
  322 + max_active_connections: int,
  323 + doc_root: str,
  324 + certificate: Optional[str] = None,
  325 + ):
  326 + """
  327 + Args:
  328 + recognizer:
  329 + An instance of online recognizer.
  330 + nn_pool_size:
  331 + Number of threads for the thread pool that is responsible for
  332 + neural network computation and decoding.
  333 + max_wait_ms:
  334 + Max wait time in milliseconds in order to build a batch of
  335 + `batch_size`.
  336 + max_batch_size:
  337 + Max batch size for inference.
  338 + max_message_size:
  339 + Max size in bytes per message.
  340 + max_queue_size:
  341 + Max number of messages in the queue for each connection.
  342 + max_active_connections:
  343 + Max number of active connections. Once number of active client
  344 + equals to this limit, the server refuses to accept new connections.
  345 + beam_search_params:
  346 + Dictionary containing all the parameters for beam search.
  347 + online_endpoint_config:
  348 + Config for endpointing.
  349 + doc_root:
  350 + Path to the directory where files like index.html for the HTTP
  351 + server locate.
  352 + certificate:
  353 + Optional. If not None, it will use secure websocket.
  354 + You can use ./sherpa/bin/web/generate-certificate.py to generate
  355 + it (the default generated filename is `cert.pem`).
  356 + """
  357 + self.recognizer = recognizer
  358 +
  359 + self.certificate = certificate
  360 + self.http_server = HttpServer(doc_root)
  361 +
  362 + self.nn_pool = ThreadPoolExecutor(
  363 + max_workers=nn_pool_size,
  364 + thread_name_prefix="nn",
  365 + )
  366 +
  367 + self.stream_queue = asyncio.Queue()
  368 + self.max_wait_ms = max_wait_ms
  369 + self.max_batch_size = max_batch_size
  370 + self.max_message_size = max_message_size
  371 + self.max_queue_size = max_queue_size
  372 + self.max_active_connections = max_active_connections
  373 +
  374 + self.current_active_connections = 0
  375 +
  376 + self.sample_rate = int(recognizer.config.feat_config.sampling_rate)
  377 + self.decoding_method = recognizer.config.decoding_method
  378 +
  379 + async def stream_consumer_task(self):
  380 + """This function extracts streams from the queue, batches them up, sends
  381 + them to the RNN-T model for computation and decoding.
  382 + """
  383 + while True:
  384 + if self.stream_queue.empty():
  385 + await asyncio.sleep(self.max_wait_ms / 1000)
  386 + continue
  387 +
  388 + batch = []
  389 + try:
  390 + while len(batch) < self.max_batch_size:
  391 + item = self.stream_queue.get_nowait()
  392 +
  393 + assert self.recognizer.is_ready(item[0])
  394 +
  395 + batch.append(item)
  396 + except asyncio.QueueEmpty:
  397 + pass
  398 + stream_list = [b[0] for b in batch]
  399 + future_list = [b[1] for b in batch]
  400 +
  401 + loop = asyncio.get_running_loop()
  402 + await loop.run_in_executor(
  403 + self.nn_pool,
  404 + self.recognizer.decode_streams,
  405 + stream_list,
  406 + )
  407 +
  408 + for f in future_list:
  409 + self.stream_queue.task_done()
  410 + f.set_result(None)
  411 +
  412 + async def compute_and_decode(
  413 + self,
  414 + stream: sherpa_onnx.OnlineStream,
  415 + ) -> None:
  416 + """Put the stream into the queue and wait it to be processed by the
  417 + consumer task.
  418 +
  419 + Args:
  420 + stream:
  421 + The stream to be processed. Note: It is changed in-place.
  422 + """
  423 + loop = asyncio.get_running_loop()
  424 + future = loop.create_future()
  425 + await self.stream_queue.put((stream, future))
  426 + await future
  427 +
  428 + async def process_request(
  429 + self,
  430 + path: str,
  431 + request_headers: websockets.Headers,
  432 + ) -> Optional[Tuple[http.HTTPStatus, websockets.Headers, bytes]]:
  433 + if "sec-websocket-key" not in request_headers:
  434 + # This is a normal HTTP request
  435 + if path == "/":
  436 + path = "/index.html"
  437 + found, response, mime_type = self.http_server.process_request(path)
  438 + if isinstance(response, str):
  439 + response = response.encode("utf-8")
  440 +
  441 + if not found:
  442 + status = http.HTTPStatus.NOT_FOUND
  443 + else:
  444 + status = http.HTTPStatus.OK
  445 + header = {"Content-Type": mime_type}
  446 + return status, header, response
  447 +
  448 + if self.current_active_connections < self.max_active_connections:
  449 + self.current_active_connections += 1
  450 + return None
  451 +
  452 + # Refuse new connections
  453 + status = http.HTTPStatus.SERVICE_UNAVAILABLE # 503
  454 + header = {"Hint": "The server is overloaded. Please retry later."}
  455 + response = b"The server is busy. Please retry later."
  456 +
  457 + return status, header, response
  458 +
  459 + async def run(self, port: int):
  460 + task = asyncio.create_task(self.stream_consumer_task())
  461 +
  462 + if self.certificate:
  463 + logging.info(f"Using certificate: {self.certificate}")
  464 + ssl_context = ssl.SSLContext(ssl.PROTOCOL_TLS_SERVER)
  465 + ssl_context.load_cert_chain(self.certificate)
  466 + else:
  467 + ssl_context = None
  468 + logging.info("No certificate provided")
  469 +
  470 + async with websockets.serve(
  471 + self.handle_connection,
  472 + host="",
  473 + port=port,
  474 + max_size=self.max_message_size,
  475 + max_queue=self.max_queue_size,
  476 + process_request=self.process_request,
  477 + ssl=ssl_context,
  478 + ):
  479 + ip_list = ["0.0.0.0", "localhost", "127.0.0.1"]
  480 + ip_list.append(socket.gethostbyname(socket.gethostname()))
  481 + proto = "http://" if ssl_context is None else "https://"
  482 + s = "Please visit one of the following addresses:\n\n"
  483 + for p in ip_list:
  484 + s += " " + proto + p + f":{port}" "\n"
  485 + logging.info(s)
  486 +
  487 + await asyncio.Future() # run forever
  488 +
  489 + await task # not reachable
  490 +
  491 + async def handle_connection(
  492 + self,
  493 + socket: websockets.WebSocketServerProtocol,
  494 + ):
  495 + """Receive audio samples from the client, process it, and send
  496 + decoding result back to the client.
  497 +
  498 + Args:
  499 + socket:
  500 + The socket for communicating with the client.
  501 + """
  502 + try:
  503 + await self.handle_connection_impl(socket)
  504 + except websockets.exceptions.ConnectionClosedError:
  505 + logging.info(f"{socket.remote_address} disconnected")
  506 + finally:
  507 + # Decrement so that it can accept new connections
  508 + self.current_active_connections -= 1
  509 +
  510 + logging.info(
  511 + f"Disconnected: {socket.remote_address}. "
  512 + f"Number of connections: {self.current_active_connections}/{self.max_active_connections}" # noqa
  513 + )
  514 +
  515 + async def handle_connection_impl(
  516 + self,
  517 + socket: websockets.WebSocketServerProtocol,
  518 + ):
  519 + """Receive audio samples from the client, process it, and send
  520 + deocoding result back to the client.
  521 +
  522 + Args:
  523 + socket:
  524 + The socket for communicating with the client.
  525 + """
  526 + logging.info(
  527 + f"Connected: {socket.remote_address}. "
  528 + f"Number of connections: {self.current_active_connections}/{self.max_active_connections}" # noqa
  529 + )
  530 +
  531 + stream = self.recognizer.create_stream()
  532 + segment = 0
  533 +
  534 + while True:
  535 + samples = await self.recv_audio_samples(socket)
  536 + if samples is None:
  537 + break
  538 +
  539 + # TODO(fangjun): At present, we assume the sampling rate
  540 + # of the received audio samples equal to --sample-rate
  541 + stream.accept_waveform(sample_rate=self.sample_rate, waveform=samples)
  542 +
  543 + while self.recognizer.is_ready(stream):
  544 + await self.compute_and_decode(stream)
  545 + result = self.recognizer.get_result(stream)
  546 +
  547 + message = {
  548 + "text": result,
  549 + "segment": segment,
  550 + }
  551 + if self.recognizer.is_endpoint(stream):
  552 + self.recognizer.reset(stream)
  553 + segment += 1
  554 +
  555 + print(message)
  556 +
  557 + await socket.send(json.dumps(message))
  558 +
  559 + tail_padding = np.rand(int(self.sample_rate * 0.3), dtype=np.float32)
  560 + stream.accept_waveform(sampling_rate=self.sample_rate, waveform=tail_padding)
  561 + stream.input_finished()
  562 + while self.recognizer.is_ready(stream):
  563 + await self.compute_and_decode(stream)
  564 +
  565 + result = self.recognizer.get_result(stream)
  566 +
  567 + message = {
  568 + "text": result,
  569 + "segment": segment,
  570 + }
  571 +
  572 + await socket.send(json.dumps(message))
  573 +
  574 + async def recv_audio_samples(
  575 + self,
  576 + socket: websockets.WebSocketServerProtocol,
  577 + ) -> Optional[np.ndarray]:
  578 + """Receives a tensor from the client.
  579 +
  580 + Each message contains either a bytes buffer containing audio samples
  581 + in 16 kHz or contains "Done" meaning the end of utterance.
  582 +
  583 + Args:
  584 + socket:
  585 + The socket for communicating with the client.
  586 + Returns:
  587 + Return a 1-D np.float32 tensor containing the audio samples or
  588 + return None.
  589 + """
  590 + message = await socket.recv()
  591 + if message == "Done":
  592 + return None
  593 +
  594 + return np.frombuffer(message, dtype=np.float32)
  595 +
  596 +
  597 +def check_args(args):
  598 + assert Path(args.encoder_model).is_file(), f"{args.encoder_model} does not exist"
  599 +
  600 + assert Path(args.decoder_model).is_file(), f"{args.decoder_model} does not exist"
  601 +
  602 + assert Path(args.joiner_model).is_file(), f"{args.joiner_model} does not exist"
  603 +
  604 + if not Path(args.tokens).is_file():
  605 + raise ValueError(f"{args.tokens} does not exist")
  606 +
  607 + if args.decoding_method not in (
  608 + "greedy_search",
  609 + "modified_beam_search",
  610 + ):
  611 + raise ValueError(f"Unsupported decoding method {args.decoding_method}")
  612 +
  613 + if args.decoding_method == "modified_beam_search":
  614 + assert args.num_active_paths > 0, args.num_active_paths
  615 +
  616 +
  617 +def main():
  618 + args = get_args()
  619 + logging.info(vars(args))
  620 + check_args(args)
  621 +
  622 + recognizer = create_recognizer(args)
  623 +
  624 + port = args.port
  625 + nn_pool_size = args.nn_pool_size
  626 + max_batch_size = args.max_batch_size
  627 + max_wait_ms = args.max_wait_ms
  628 + max_message_size = args.max_message_size
  629 + max_queue_size = args.max_queue_size
  630 + max_active_connections = args.max_active_connections
  631 + certificate = args.certificate
  632 + doc_root = args.doc_root
  633 +
  634 + if certificate and not Path(certificate).is_file():
  635 + raise ValueError(f"{certificate} does not exist")
  636 +
  637 + if not Path(doc_root).is_dir():
  638 + raise ValueError(f"Directory {doc_root} does not exist")
  639 +
  640 + server = StreamingServer(
  641 + recognizer=recognizer,
  642 + nn_pool_size=nn_pool_size,
  643 + max_batch_size=max_batch_size,
  644 + max_wait_ms=max_wait_ms,
  645 + max_message_size=max_message_size,
  646 + max_queue_size=max_queue_size,
  647 + max_active_connections=max_active_connections,
  648 + certificate=certificate,
  649 + doc_root=doc_root,
  650 + )
  651 + asyncio.run(server.run(port))
  652 +
  653 +
  654 +if __name__ == "__main__":
  655 + log_filename = "log/log-streaming-zipformer"
  656 + setup_logger(log_filename)
  657 + main()
  1 +*.pem
  2 +*.key
  3 +*.crt
  1 +# How to use
  2 +
  3 +```bash
  4 +git clone https://github.com/k2-fsa/sherpa
  5 +
  6 +cd sherpa/sherpa/bin/web
  7 +python3 -m http.server 6009
  8 +```
  9 +and then go to <http://localhost:6009>
  10 +
  11 +You will see a page like the following screenshot:
  12 +
  13 +![Screenshot if you visit http://localhost:6009](./pic/web-ui.png)
  14 +
  15 +If your server is listening at the port *6006* with address **localhost**,
  16 +then you can either click **Upload**, **Streaming_Record** or **Offline_Record** to play with it.
  17 +
  18 +## File descriptions
  19 +
  20 +### ./css/bootstrap.min.css
  21 +
  22 +It is downloaded from https://cdn.jsdelivr.net/npm/bootstrap@4.3.1/dist/css/bootstrap.min.css
  23 +
  24 +### ./js/jquery-3.6.0.min.js
  25 +
  26 +It is downloaded from https://code.jquery.com/jquery-3.6.0.min.js
  27 +
  28 +### ./js/popper.min.js
  29 +
  30 +It is downloaded from https://cdn.jsdelivr.net/npm/popper.js@1.14.7/dist/umd/popper.min.js
  31 +
  32 +### ./js/bootstrap.min.js
  33 +
  34 +It is download from https://cdn.jsdelivr.net/npm/bootstrap@4.3.1/dist/js/bootstrap.min.js
  1 +#!/usr/bin/env python3
  2 +
  3 +"""
  4 +pip install pyopenssl
  5 +"""
  6 +
  7 +from OpenSSL import crypto
  8 +
  9 +# The code in this file is modified from
  10 +# https://stackoverflow.com/questions/27164354/create-a-self-signed-x509-certificate-in-python
  11 +
  12 +"""
  13 +This script generates 3 files:
  14 + - private.key
  15 + - selfsigned.crt
  16 + - cert.pem
  17 +
  18 +You need cert.pem when you start a https server
  19 +or a secure websocket server.
  20 +
  21 +Note: You need to change serialNumber if you want to generate
  22 +a new certificate as two different certificates cannot share
  23 +the same serial number if they are issued by the same organization.
  24 +
  25 +Otherwise, you may get the following error from within you browser:
  26 +
  27 + An error occurred during a connection to 127.0.0.1:6007. You have received an
  28 + invalid certificate. Please contact the server administrator or email
  29 + correspondent and give them the following information: Your certificate
  30 + contains the same serial number as another certificate issued by the
  31 + certificate authority. Please get a new certificate containing a unique
  32 + serial number. Error code: SEC_ERROR_REUSED_ISSUER_AND_SERIAL
  33 +
  34 +"""
  35 +
  36 +
  37 +def cert_gen(
  38 + emailAddress="https://github.com/k2-fsa/k2",
  39 + commonName="sherpa",
  40 + countryName="CN",
  41 + localityName="k2-fsa",
  42 + stateOrProvinceName="k2-fsa",
  43 + organizationName="k2-fsa",
  44 + organizationUnitName="k2-fsa",
  45 + serialNumber=3,
  46 + validityStartInSeconds=0,
  47 + validityEndInSeconds=10 * 365 * 24 * 60 * 60,
  48 + KEY_FILE="private.key",
  49 + CERT_FILE="selfsigned.crt",
  50 + ALL_IN_ONE_FILE="cert.pem",
  51 +):
  52 + # can look at generated file using openssl:
  53 + # openssl x509 -inform pem -in selfsigned.crt -noout -text
  54 + # create a key pair
  55 + k = crypto.PKey()
  56 + k.generate_key(crypto.TYPE_RSA, 4096)
  57 + # create a self-signed cert
  58 + cert = crypto.X509()
  59 + cert.get_subject().C = countryName
  60 + cert.get_subject().ST = stateOrProvinceName
  61 + cert.get_subject().L = localityName
  62 + cert.get_subject().O = organizationName # noqa
  63 + cert.get_subject().OU = organizationUnitName
  64 + cert.get_subject().CN = commonName
  65 + cert.get_subject().emailAddress = emailAddress
  66 + cert.set_serial_number(serialNumber)
  67 + cert.gmtime_adj_notBefore(0)
  68 + cert.gmtime_adj_notAfter(validityEndInSeconds)
  69 + cert.set_issuer(cert.get_subject())
  70 + cert.set_pubkey(k)
  71 + cert.sign(k, "sha512")
  72 + with open(CERT_FILE, "wt") as f:
  73 + f.write(
  74 + crypto.dump_certificate(crypto.FILETYPE_PEM, cert).decode("utf-8")
  75 + )
  76 + with open(KEY_FILE, "wt") as f:
  77 + f.write(crypto.dump_privatekey(crypto.FILETYPE_PEM, k).decode("utf-8"))
  78 +
  79 + with open(ALL_IN_ONE_FILE, "wt") as f:
  80 + f.write(crypto.dump_privatekey(crypto.FILETYPE_PEM, k).decode("utf-8"))
  81 + f.write(
  82 + crypto.dump_certificate(crypto.FILETYPE_PEM, cert).decode("utf-8")
  83 + )
  84 + print(f"Generated {CERT_FILE}")
  85 + print(f"Generated {KEY_FILE}")
  86 + print(f"Generated {ALL_IN_ONE_FILE}")
  87 +
  88 +
  89 +cert_gen()
  1 +<!doctype html>
  2 +<html lang="en">
  3 +<head>
  4 + <!-- Required meta tags -->
  5 + <meta charset="utf-8"></meta>
  6 + <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"></meta>
  7 +
  8 + <!-- Bootstrap CSS -->
  9 + <link rel="stylesheet"
  10 + href="./css/bootstrap.min.css"
  11 + integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T"
  12 + crossorigin="anonymous">
  13 + </link>
  14 + <link rel="icon"
  15 + type="image/png"
  16 + href="./k2-logo.png">
  17 +
  18 + <script src="./js/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
  19 +
  20 + <title>Next-gen Kaldi demo</title>
  21 +</head>
  22 +
  23 +
  24 +<body>
  25 + <div id="nav"></div>
  26 + <script>
  27 + $(function(){
  28 + $("#nav").load("nav-partial.html");
  29 + });
  30 + </script>
  31 +
  32 + <ul class="list-unstyled">
  33 + <li class="media">
  34 + <div class="media-body">
  35 + <h5 class="mt-0 mb-1">Upload</h5>
  36 + <p>Recognition from a selected file</p>
  37 + </div>
  38 + <li>
  39 +
  40 + <li class="media">
  41 + <div class="media-body">
  42 + <h5 class="mt-0 mb-1">Streaming_Record</h5>
  43 + <p>Recognition from real-time recordings</p>
  44 + </div>
  45 + </li>
  46 +
  47 + <li class="media">
  48 + <div class="media-body">
  49 + <h5 class="mt-0 mb-1">Offline_Record</h5>
  50 + <p>Recognition from offline recordings</p>
  51 + </div>
  52 + </li>
  53 + </ul>
  54 +
  55 + Code is available at
  56 + <a href="https://github.com/k2-fsa/sherpa"> https://github.com/k2-fsa/sherpa</a>
  57 +
  58 + <!-- Optional JavaScript -->
  59 + <!-- jQuery first, then Popper.js, then Bootstrap JS -->
  60 + <script src="./js/popper.min.js"
  61 + integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1"
  62 + crossorigin="anonymous">
  63 + </script>
  64 +
  65 + <script src="./js/bootstrap.min.js"
  66 + integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM"
  67 + crossorigin="anonymous">
  68 + </script>
  69 +
  70 +</body>
  71 +</html>
  1 +/*!
  2 + * Bootstrap v4.3.1 (https://getbootstrap.com/)
  3 + * Copyright 2011-2019 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
  4 + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
  5 + */
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t={placement:this._getPlacement(),modifiers:{offset:this._getOffset(),flip:{enabled:this._config.flip},preventOverflow:{boundariesElement:this._config.boundary}}};return"static"===this._config.display&&(t.modifiers.applyStyle={enabled:!1}),t},c._jQueryInterface=function(e){return this.each(function(){var t=g(this).data(Dt);if(t||(t=new c(this,"object"==typeof e?e:null),g(this).data(Dt,t)),"string"==typeof e){if("undefined"==typeof t[e])throw new TypeError('No method named "'+e+'"');t[e]()}})},c._clearMenus=function(t){if(!t||3!==t.which&&("keyup"!==t.type||9===t.which))for(var e=[].slice.call(document.querySelectorAll(Ut)),n=0,i=e.length;n<i;n++){var o=c._getParentFromElement(e[n]),r=g(e[n]).data(Dt),s={relatedTarget:e[n]};if(t&&"click"===t.type&&(s.clickEvent=t),r){var a=r._menu;if(g(o).hasClass(Lt)&&!(t&&("click"===t.type&&/input|textarea/i.test(t.target.tagName)||"keyup"===t.type&&9===t.which)&&g.contains(o,t.target))){var 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Zt="modal",te="bs.modal",ee="."+te,ne=g.fn[Zt],ie={backdrop:!0,keyboard:!0,focus:!0,show:!0},oe={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean",show:"boolean"},re={HIDE:"hide"+ee,HIDDEN:"hidden"+ee,SHOW:"show"+ee,SHOWN:"shown"+ee,FOCUSIN:"focusin"+ee,RESIZE:"resize"+ee,CLICK_DISMISS:"click.dismiss"+ee,KEYDOWN_DISMISS:"keydown.dismiss"+ee,MOUSEUP_DISMISS:"mouseup.dismiss"+ee,MOUSEDOWN_DISMISS:"mousedown.dismiss"+ee,CLICK_DATA_API:"click"+ee+".data-api"},se="modal-dialog-scrollable",ae="modal-scrollbar-measure",le="modal-backdrop",ce="modal-open",he="fade",ue="show",fe=".modal-dialog",de=".modal-body",ge='[data-toggle="modal"]',_e='[data-dismiss="modal"]',me=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",pe=".sticky-top",ve=function(){function 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  1 +// This file copies and modifies code
  2 +// from https://mdn.github.io/web-dictaphone/scripts/app.js
  3 +// and https://gist.github.com/meziantou/edb7217fddfbb70e899e
  4 +
  5 +var socket;
  6 +
  7 +const serverIpInput = document.getElementById('server-ip');
  8 +const serverPortInput = document.getElementById('server-port');
  9 +
  10 +const connectBtn = document.getElementById('connect');
  11 +const uploadBtn = document.getElementById('file');
  12 +
  13 +function initWebSocket() {
  14 + let protocol = 'ws://';
  15 + if (window.location.protocol == 'https:') {
  16 + protocol = 'wss://'
  17 + }
  18 + let server_ip = serverIpInput.value;
  19 + let server_port = serverPortInput.value;
  20 + console.log('protocol: ', protocol);
  21 + console.log('server_ip: ', server_ip);
  22 + console.log('server_port: ', server_port);
  23 +
  24 + let uri = protocol + server_ip + ':' + server_port;
  25 + console.log('uri', uri);
  26 + socket = new WebSocket(uri);
  27 +
  28 + // Connection opened
  29 + socket.addEventListener('open', function(event) {
  30 + console.log('connected');
  31 + recordBtn.disabled = false;
  32 + connectBtn.disabled = true;
  33 + connectBtn.innerHTML = 'Connected!';
  34 + });
  35 +
  36 + // Connection closed
  37 + socket.addEventListener('close', function(event) {
  38 + console.log('disconnected');
  39 + recordBtn.disabled = true;
  40 + stopBtn.disabled = true;
  41 + connectBtn.disabled = false;
  42 + connectBtn.innerHTML = 'Click me to connect!';
  43 + });
  44 +
  45 + // Listen for messages
  46 + socket.addEventListener('message', function(event) {
  47 + console.log('Received message: ', event.data);
  48 +
  49 + document.getElementById('results').value = event.data;
  50 + socket.send('Done');
  51 + console.log('Sent Done');
  52 + socket.close();
  53 + });
  54 +}
  55 +
  56 +const recordBtn = document.getElementById('offline_record');
  57 +const stopBtn = document.getElementById('offline_stop');
  58 +const clearBtn = document.getElementById('clear');
  59 +const soundClips = document.getElementById('sound-clips');
  60 +const canvas = document.getElementById('canvas');
  61 +const mainSection = document.querySelector('.container');
  62 +
  63 +stopBtn.disabled = true;
  64 +
  65 +window.onload = (event) => {
  66 + console.log('page is fully loaded');
  67 + console.log('protocol', window.location.protocol);
  68 + console.log('port', window.location.port);
  69 + if (window.location.protocol == 'https:') {
  70 + document.getElementById('ws-protocol').textContent = 'wss://';
  71 + }
  72 + serverIpInput.value = window.location.hostname;
  73 + serverPortInput.value = window.location.port;
  74 +};
  75 +
  76 +connectBtn.onclick = function() {
  77 + initWebSocket();
  78 +};
  79 +
  80 +
  81 +let audioCtx;
  82 +const canvasCtx = canvas.getContext('2d');
  83 +let mediaStream;
  84 +let analyser;
  85 +
  86 +let expectedSampleRate = 16000;
  87 +let recordSampleRate; // the sampleRate of the microphone
  88 +let recorder = null; // the microphone
  89 +let leftchannel = []; // TODO: Use a single channel
  90 +
  91 +let recordingLength = 0; // number of samples so far
  92 +
  93 +clearBtn.onclick = function() {
  94 + document.getElementById('results').value = '';
  95 +};
  96 +
  97 +function send_header(n) {
  98 + const header = new ArrayBuffer(4);
  99 + new DataView(header).setInt32(0, n, true /* littleEndian */);
  100 + socket.send(new Int32Array(header, 0, 1));
  101 +}
  102 +
  103 +// copied/modified from https://mdn.github.io/web-dictaphone/
  104 +// and
  105 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  106 +if (navigator.mediaDevices.getUserMedia) {
  107 + console.log('getUserMedia supported.');
  108 +
  109 + // see https://w3c.github.io/mediacapture-main/#dom-mediadevices-getusermedia
  110 + const constraints = {audio: true};
  111 +
  112 + let onSuccess = function(stream) {
  113 + if (!audioCtx) {
  114 + audioCtx = new AudioContext();
  115 + }
  116 + console.log(audioCtx);
  117 + recordSampleRate = audioCtx.sampleRate;
  118 + console.log('sample rate ' + recordSampleRate);
  119 +
  120 + // creates an audio node from the microphone incoming stream
  121 + mediaStream = audioCtx.createMediaStreamSource(stream);
  122 + console.log(mediaStream);
  123 +
  124 + // https://developer.mozilla.org/en-US/docs/Web/API/AudioContext/createScriptProcessor
  125 + // bufferSize: the onaudioprocess event is called when the buffer is full
  126 + var bufferSize = 2048;
  127 + var numberOfInputChannels = 2;
  128 + var numberOfOutputChannels = 2;
  129 + if (audioCtx.createScriptProcessor) {
  130 + recorder = audioCtx.createScriptProcessor(
  131 + bufferSize, numberOfInputChannels, numberOfOutputChannels);
  132 + } else {
  133 + recorder = audioCtx.createJavaScriptNode(
  134 + bufferSize, numberOfInputChannels, numberOfOutputChannels);
  135 + }
  136 + console.log(recorder);
  137 +
  138 + recorder.onaudioprocess = function(e) {
  139 + let samples = new Float32Array(e.inputBuffer.getChannelData(0))
  140 + samples = downsampleBuffer(samples, expectedSampleRate);
  141 + let buf = new Int16Array(samples.length);
  142 + for (var i = 0; i < samples.length; ++i) {
  143 + let s = samples[i];
  144 + if (s >= 1)
  145 + s = 1;
  146 + else if (s <= -1)
  147 + s = -1;
  148 + buf[i] = s * 32767;
  149 + }
  150 + leftchannel.push(buf);
  151 + recordingLength += bufferSize;
  152 + };
  153 +
  154 + visualize(stream);
  155 + mediaStream.connect(analyser);
  156 +
  157 + recordBtn.onclick = function() {
  158 + mediaStream.connect(recorder);
  159 + mediaStream.connect(analyser);
  160 + recorder.connect(audioCtx.destination);
  161 +
  162 + console.log('recorder started');
  163 + recordBtn.style.background = 'red';
  164 +
  165 + stopBtn.disabled = false;
  166 + recordBtn.disabled = true;
  167 + };
  168 +
  169 + stopBtn.onclick = function() {
  170 + console.log('recorder stopped');
  171 +
  172 + // stopBtn recording
  173 + recorder.disconnect(audioCtx.destination);
  174 + mediaStream.disconnect(recorder);
  175 + mediaStream.disconnect(analyser);
  176 +
  177 + recordBtn.style.background = '';
  178 + recordBtn.style.color = '';
  179 + // mediaRecorder.requestData();
  180 +
  181 + stopBtn.disabled = true;
  182 + recordBtn.disabled = false;
  183 +
  184 + const clipName =
  185 + prompt('Enter a name for your sound clip?', 'My unnamed clip');
  186 +
  187 + const clipContainer = document.createElement('article');
  188 + const clipLabel = document.createElement('p');
  189 + const audio = document.createElement('audio');
  190 + const deleteButton = document.createElement('button');
  191 + clipContainer.classList.add('clip');
  192 + audio.setAttribute('controls', '');
  193 + deleteButton.textContent = 'Delete';
  194 + deleteButton.className = 'delete';
  195 +
  196 + if (clipName === null) {
  197 + clipLabel.textContent = 'My unnamed clip';
  198 + } else {
  199 + clipLabel.textContent = clipName;
  200 + }
  201 +
  202 + clipContainer.appendChild(audio);
  203 +
  204 + clipContainer.appendChild(clipLabel);
  205 + clipContainer.appendChild(deleteButton);
  206 + soundClips.appendChild(clipContainer);
  207 +
  208 + audio.controls = true;
  209 + let samples = flatten(leftchannel);
  210 + let buf = new Float32Array(samples.length);
  211 + for (var i = 0; i < samples.length; ++i) {
  212 + let s = samples[i];
  213 + buf[i] = s / 32767.0;
  214 + }
  215 + const blob = toWav(samples);
  216 +
  217 + leftchannel = [];
  218 + const audioURL = window.URL.createObjectURL(blob);
  219 + audio.src = audioURL;
  220 + console.log('recorder stopped');
  221 +
  222 + deleteButton.onclick = function(e) {
  223 + let evtTgt = e.target;
  224 + evtTgt.parentNode.parentNode.removeChild(evtTgt.parentNode);
  225 + };
  226 +
  227 + clipLabel.onclick = function() {
  228 + const existingName = clipLabel.textContent;
  229 + const newClipName = prompt('Enter a new name for your sound clip?');
  230 + if (newClipName === null) {
  231 + clipLabel.textContent = existingName;
  232 + } else {
  233 + clipLabel.textContent = newClipName;
  234 + }
  235 + };
  236 +
  237 + buf = buf.buffer
  238 +
  239 + let n = 1024 * 4; // send this number of bytes per request.
  240 + console.log('buf length, ' + buf.byteLength);
  241 + send_header(buf.byteLength);
  242 +
  243 + for (let start = 0; start < buf.byteLength; start += n) {
  244 + socket.send(buf.slice(start, start + n));
  245 + }
  246 + };
  247 + };
  248 +
  249 + let onError = function(err) {
  250 + console.log('The following error occured: ' + err);
  251 + };
  252 +
  253 + navigator.mediaDevices.getUserMedia(constraints).then(onSuccess, onError);
  254 +} else {
  255 + console.log('getUserMedia not supported on your browser!');
  256 + alert('getUserMedia not supported on your browser!');
  257 +}
  258 +
  259 +function visualize(stream) {
  260 + if (!audioCtx) {
  261 + audioCtx = new AudioContext();
  262 + }
  263 +
  264 + const source = audioCtx.createMediaStreamSource(stream);
  265 +
  266 + if (!analyser) {
  267 + analyser = audioCtx.createAnalyser();
  268 + analyser.fftSize = 2048;
  269 + }
  270 + const bufferLength = analyser.frequencyBinCount;
  271 + const dataArray = new Uint8Array(bufferLength);
  272 +
  273 + // source.connect(analyser);
  274 + // analyser.connect(audioCtx.destination);
  275 +
  276 + draw()
  277 +
  278 + function draw() {
  279 + const WIDTH = canvas.width
  280 + const HEIGHT = canvas.height;
  281 +
  282 + requestAnimationFrame(draw);
  283 +
  284 + analyser.getByteTimeDomainData(dataArray);
  285 +
  286 + canvasCtx.fillStyle = 'rgb(200, 200, 200)';
  287 + canvasCtx.fillRect(0, 0, WIDTH, HEIGHT);
  288 +
  289 + canvasCtx.lineWidth = 2;
  290 + canvasCtx.strokeStyle = 'rgb(0, 0, 0)';
  291 +
  292 + canvasCtx.beginPath();
  293 +
  294 + let sliceWidth = WIDTH * 1.0 / bufferLength;
  295 + let x = 0;
  296 +
  297 + for (let i = 0; i < bufferLength; i++) {
  298 + let v = dataArray[i] / 128.0;
  299 + let y = v * HEIGHT / 2;
  300 +
  301 + if (i === 0) {
  302 + canvasCtx.moveTo(x, y);
  303 + } else {
  304 + canvasCtx.lineTo(x, y);
  305 + }
  306 +
  307 + x += sliceWidth;
  308 + }
  309 +
  310 + canvasCtx.lineTo(canvas.width, canvas.height / 2);
  311 + canvasCtx.stroke();
  312 + }
  313 +}
  314 +
  315 +window.onresize = function() {
  316 + canvas.width = mainSection.offsetWidth;
  317 +};
  318 +
  319 +window.onresize();
  320 +
  321 +// this function is copied/modified from
  322 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  323 +function flatten(listOfSamples) {
  324 + let n = 0;
  325 + for (let i = 0; i < listOfSamples.length; ++i) {
  326 + n += listOfSamples[i].length;
  327 + }
  328 + let ans = new Int16Array(n);
  329 +
  330 + let offset = 0;
  331 + for (let i = 0; i < listOfSamples.length; ++i) {
  332 + ans.set(listOfSamples[i], offset);
  333 + offset += listOfSamples[i].length;
  334 + }
  335 + return ans;
  336 +}
  337 +
  338 +// this function is copied/modified from
  339 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  340 +function toWav(samples) {
  341 + let buf = new ArrayBuffer(44 + samples.length * 2);
  342 + var view = new DataView(buf);
  343 +
  344 + // http://soundfile.sapp.org/doc/WaveFormat/
  345 + // F F I R
  346 + view.setUint32(0, 0x46464952, true); // chunkID
  347 + view.setUint32(4, 36 + samples.length * 2, true); // chunkSize
  348 + // E V A W
  349 + view.setUint32(8, 0x45564157, true); // format
  350 + //
  351 + // t m f
  352 + view.setUint32(12, 0x20746d66, true); // subchunk1ID
  353 + view.setUint32(16, 16, true); // subchunk1Size, 16 for PCM
  354 + view.setUint32(20, 1, true); // audioFormat, 1 for PCM
  355 + view.setUint16(22, 1, true); // numChannels: 1 channel
  356 + view.setUint32(24, expectedSampleRate, true); // sampleRate
  357 + view.setUint32(28, expectedSampleRate * 2, true); // byteRate
  358 + view.setUint16(32, 2, true); // blockAlign
  359 + view.setUint16(34, 16, true); // bitsPerSample
  360 + view.setUint32(36, 0x61746164, true); // Subchunk2ID
  361 + view.setUint32(40, samples.length * 2, true); // subchunk2Size
  362 +
  363 + let offset = 44;
  364 + for (let i = 0; i < samples.length; ++i) {
  365 + view.setInt16(offset, samples[i], true);
  366 + offset += 2;
  367 + }
  368 +
  369 + return new Blob([view], {type: 'audio/wav'});
  370 +}
  371 +
  372 +// this function is copied from
  373 +// https://github.com/awslabs/aws-lex-browser-audio-capture/blob/master/lib/worker.js#L46
  374 +function downsampleBuffer(buffer, exportSampleRate) {
  375 + if (exportSampleRate === recordSampleRate) {
  376 + return buffer;
  377 + }
  378 + var sampleRateRatio = recordSampleRate / exportSampleRate;
  379 + var newLength = Math.round(buffer.length / sampleRateRatio);
  380 + var result = new Float32Array(newLength);
  381 + var offsetResult = 0;
  382 + var offsetBuffer = 0;
  383 + while (offsetResult < result.length) {
  384 + var nextOffsetBuffer = Math.round((offsetResult + 1) * sampleRateRatio);
  385 + var accum = 0, count = 0;
  386 + for (var i = offsetBuffer; i < nextOffsetBuffer && i < buffer.length; i++) {
  387 + accum += buffer[i];
  388 + count++;
  389 + }
  390 + result[offsetResult] = accum / count;
  391 + offsetResult++;
  392 + offsetBuffer = nextOffsetBuffer;
  393 + }
  394 + return result;
  395 +};
  1 +/*
  2 + Copyright (C) Federico Zivolo 2019
  3 + Distributed under the MIT License (license terms are at http://opensource.org/licenses/MIT).
  4 + */(function(e,t){'object'==typeof exports&&'undefined'!=typeof module?module.exports=t():'function'==typeof define&&define.amd?define(t):e.Popper=t()})(this,function(){'use strict';function e(e){return e&&'[object Function]'==={}.toString.call(e)}function t(e,t){if(1!==e.nodeType)return[];var o=e.ownerDocument.defaultView,n=o.getComputedStyle(e,null);return t?n[t]:n}function o(e){return'HTML'===e.nodeName?e:e.parentNode||e.host}function n(e){if(!e)return document.body;switch(e.nodeName){case'HTML':case'BODY':return e.ownerDocument.body;case'#document':return e.body;}var i=t(e),r=i.overflow,p=i.overflowX,s=i.overflowY;return /(auto|scroll|overlay)/.test(r+s+p)?e:n(o(e))}function r(e){return 11===e?pe:10===e?se:pe||se}function p(e){if(!e)return document.documentElement;for(var o=r(10)?document.body:null,n=e.offsetParent||null;n===o&&e.nextElementSibling;)n=(e=e.nextElementSibling).offsetParent;var i=n&&n.nodeName;return 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  5 +//# sourceMappingURL=popper.min.js.map
  1 +// This file copies and modifies code
  2 +// from https://mdn.github.io/web-dictaphone/scripts/app.js
  3 +// and https://gist.github.com/meziantou/edb7217fddfbb70e899e
  4 +
  5 +var socket;
  6 +var recognition_text = [];
  7 +
  8 +function getDisplayResult() {
  9 + let i = 0;
  10 + let ans = '';
  11 + for (let s in recognition_text) {
  12 + if (recognition_text[s] == '') continue;
  13 +
  14 + ans += '' + i + ': ' + recognition_text[s] + '\n';
  15 + i += 1;
  16 + }
  17 + return ans;
  18 +}
  19 +
  20 +function initWebSocket() {
  21 + console.log('Creating websocket')
  22 + let protocol = 'ws://';
  23 + if (window.location.protocol == 'https:') {
  24 + protocol = 'wss://'
  25 + }
  26 + let server_ip = serverIpInput.value;
  27 + let server_port = serverPortInput.value;
  28 + console.log('protocol: ', protocol);
  29 + console.log('server_ip: ', server_ip);
  30 + console.log('server_port: ', server_port);
  31 +
  32 + let uri = protocol + server_ip + ':' + server_port;
  33 + console.log('uri', uri);
  34 + socket = new WebSocket(uri);
  35 + // socket = new WebSocket('wss://localhost:6006/');
  36 +
  37 + // Connection opened
  38 + socket.addEventListener('open', function(event) {
  39 + console.log('connected');
  40 + recordBtn.disabled = false;
  41 + connectBtn.disabled = true;
  42 + connectBtn.innerHTML = 'Connected!';
  43 + });
  44 +
  45 + // Connection closed
  46 + socket.addEventListener('close', function(event) {
  47 + console.log('disconnected');
  48 + recordBtn.disabled = true;
  49 + connectBtn.disabled = false;
  50 + connectBtn.innerHTML = 'Click me to connect!';
  51 + });
  52 +
  53 + // Listen for messages
  54 + socket.addEventListener('message', function(event) {
  55 + let message = JSON.parse(event.data);
  56 + if (message.segment in recognition_text) {
  57 + recognition_text[message.segment] = message.text;
  58 + } else {
  59 + recognition_text.push(message.text);
  60 + }
  61 + let text_area = document.getElementById('results');
  62 + text_area.value = getDisplayResult();
  63 + text_area.scrollTop = text_area.scrollHeight; // auto scroll
  64 + console.log('Received message: ', event.data);
  65 + });
  66 +}
  67 +
  68 +window.onload = (event) => {
  69 + console.log('page is fully loaded');
  70 + console.log('protocol', window.location.protocol);
  71 + console.log('port', window.location.port);
  72 + if (window.location.protocol == 'https:') {
  73 + document.getElementById('ws-protocol').textContent = 'wss://';
  74 + }
  75 + serverIpInput.value = window.location.hostname;
  76 + serverPortInput.value = window.location.port;
  77 +};
  78 +
  79 +const serverIpInput = document.getElementById('server-ip');
  80 +const serverPortInput = document.getElementById('server-port');
  81 +
  82 +const connectBtn = document.getElementById('connect');
  83 +const recordBtn = document.getElementById('streaming_record');
  84 +const stopBtn = document.getElementById('streaming_stop');
  85 +const clearBtn = document.getElementById('clear');
  86 +const soundClips = document.getElementById('sound-clips');
  87 +const canvas = document.getElementById('canvas');
  88 +const mainSection = document.querySelector('.container');
  89 +
  90 +stopBtn.disabled = true;
  91 +
  92 +let audioCtx;
  93 +const canvasCtx = canvas.getContext('2d');
  94 +let mediaStream;
  95 +let analyser;
  96 +
  97 +let expectedSampleRate = 16000;
  98 +let recordSampleRate; // the sampleRate of the microphone
  99 +let recorder = null; // the microphone
  100 +let leftchannel = []; // TODO: Use a single channel
  101 +
  102 +let recordingLength = 0; // number of samples so far
  103 +
  104 +clearBtn.onclick = function() {
  105 + document.getElementById('results').value = '';
  106 + recognition_text = [];
  107 +};
  108 +
  109 +connectBtn.onclick = function() {
  110 + initWebSocket();
  111 +};
  112 +
  113 +// copied/modified from https://mdn.github.io/web-dictaphone/
  114 +// and
  115 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  116 +if (navigator.mediaDevices.getUserMedia) {
  117 + console.log('getUserMedia supported.');
  118 +
  119 + // see https://w3c.github.io/mediacapture-main/#dom-mediadevices-getusermedia
  120 + const constraints = {audio: true};
  121 +
  122 + let onSuccess = function(stream) {
  123 + if (!audioCtx) {
  124 + audioCtx = new AudioContext();
  125 + }
  126 + console.log(audioCtx);
  127 + recordSampleRate = audioCtx.sampleRate;
  128 + console.log('sample rate ' + recordSampleRate);
  129 +
  130 + // creates an audio node from the microphone incoming stream
  131 + mediaStream = audioCtx.createMediaStreamSource(stream);
  132 + console.log(mediaStream);
  133 +
  134 + // https://developer.mozilla.org/en-US/docs/Web/API/AudioContext/createScriptProcessor
  135 + // bufferSize: the onaudioprocess event is called when the buffer is full
  136 + var bufferSize = 2048;
  137 + var numberOfInputChannels = 2;
  138 + var numberOfOutputChannels = 2;
  139 + if (audioCtx.createScriptProcessor) {
  140 + recorder = audioCtx.createScriptProcessor(
  141 + bufferSize, numberOfInputChannels, numberOfOutputChannels);
  142 + } else {
  143 + recorder = audioCtx.createJavaScriptNode(
  144 + bufferSize, numberOfInputChannels, numberOfOutputChannels);
  145 + }
  146 + console.log(recorder);
  147 +
  148 + recorder.onaudioprocess = function(e) {
  149 + let samples = new Float32Array(e.inputBuffer.getChannelData(0))
  150 + samples = downsampleBuffer(samples, expectedSampleRate);
  151 +
  152 + let buf = new Int16Array(samples.length);
  153 + for (var i = 0; i < samples.length; ++i) {
  154 + let s = samples[i];
  155 + if (s >= 1)
  156 + s = 1;
  157 + else if (s <= -1)
  158 + s = -1;
  159 +
  160 + samples[i] = s;
  161 + buf[i] = s * 32767;
  162 + }
  163 +
  164 + socket.send(samples);
  165 +
  166 + leftchannel.push(buf);
  167 + recordingLength += bufferSize;
  168 + };
  169 +
  170 + visualize(stream);
  171 + mediaStream.connect(analyser);
  172 +
  173 + recordBtn.onclick = function() {
  174 + mediaStream.connect(recorder);
  175 + mediaStream.connect(analyser);
  176 + recorder.connect(audioCtx.destination);
  177 +
  178 + console.log('recorder started');
  179 + recordBtn.style.background = 'red';
  180 +
  181 + stopBtn.disabled = false;
  182 + recordBtn.disabled = true;
  183 + };
  184 +
  185 + stopBtn.onclick = function() {
  186 + console.log('recorder stopped');
  187 +
  188 + socket.send('Done');
  189 + console.log('Sent Done');
  190 +
  191 + socket.close();
  192 +
  193 + // stopBtn recording
  194 + recorder.disconnect(audioCtx.destination);
  195 + mediaStream.disconnect(recorder);
  196 + mediaStream.disconnect(analyser);
  197 +
  198 + recordBtn.style.background = '';
  199 + recordBtn.style.color = '';
  200 + // mediaRecorder.requestData();
  201 +
  202 + stopBtn.disabled = true;
  203 + recordBtn.disabled = false;
  204 +
  205 + const clipName =
  206 + prompt('Enter a name for your sound clip?', 'My unnamed clip');
  207 +
  208 + const clipContainer = document.createElement('article');
  209 + const clipLabel = document.createElement('p');
  210 + const audio = document.createElement('audio');
  211 + const deleteButton = document.createElement('button');
  212 + clipContainer.classList.add('clip');
  213 + audio.setAttribute('controls', '');
  214 + deleteButton.textContent = 'Delete';
  215 + deleteButton.className = 'delete';
  216 +
  217 + if (clipName === null) {
  218 + clipLabel.textContent = 'My unnamed clip';
  219 + } else {
  220 + clipLabel.textContent = clipName;
  221 + }
  222 +
  223 + clipContainer.appendChild(audio);
  224 +
  225 + clipContainer.appendChild(clipLabel);
  226 + clipContainer.appendChild(deleteButton);
  227 + soundClips.appendChild(clipContainer);
  228 +
  229 + audio.controls = true;
  230 + let samples = flatten(leftchannel);
  231 + const blob = toWav(samples);
  232 +
  233 + leftchannel = [];
  234 + const audioURL = window.URL.createObjectURL(blob);
  235 + audio.src = audioURL;
  236 + console.log('recorder stopped');
  237 +
  238 + deleteButton.onclick = function(e) {
  239 + let evtTgt = e.target;
  240 + evtTgt.parentNode.parentNode.removeChild(evtTgt.parentNode);
  241 + };
  242 +
  243 + clipLabel.onclick = function() {
  244 + const existingName = clipLabel.textContent;
  245 + const newClipName = prompt('Enter a new name for your sound clip?');
  246 + if (newClipName === null) {
  247 + clipLabel.textContent = existingName;
  248 + } else {
  249 + clipLabel.textContent = newClipName;
  250 + }
  251 + };
  252 + };
  253 + };
  254 +
  255 + let onError = function(err) {
  256 + console.log('The following error occured: ' + err);
  257 + };
  258 +
  259 + navigator.mediaDevices.getUserMedia(constraints).then(onSuccess, onError);
  260 +} else {
  261 + console.log('getUserMedia not supported on your browser!');
  262 + alert('getUserMedia not supported on your browser!');
  263 +}
  264 +
  265 +function visualize(stream) {
  266 + if (!audioCtx) {
  267 + audioCtx = new AudioContext();
  268 + }
  269 +
  270 + const source = audioCtx.createMediaStreamSource(stream);
  271 +
  272 + if (!analyser) {
  273 + analyser = audioCtx.createAnalyser();
  274 + analyser.fftSize = 2048;
  275 + }
  276 + const bufferLength = analyser.frequencyBinCount;
  277 + const dataArray = new Uint8Array(bufferLength);
  278 +
  279 + // source.connect(analyser);
  280 + // analyser.connect(audioCtx.destination);
  281 +
  282 + draw()
  283 +
  284 + function draw() {
  285 + const WIDTH = canvas.width
  286 + const HEIGHT = canvas.height;
  287 +
  288 + requestAnimationFrame(draw);
  289 +
  290 + analyser.getByteTimeDomainData(dataArray);
  291 +
  292 + canvasCtx.fillStyle = 'rgb(200, 200, 200)';
  293 + canvasCtx.fillRect(0, 0, WIDTH, HEIGHT);
  294 +
  295 + canvasCtx.lineWidth = 2;
  296 + canvasCtx.strokeStyle = 'rgb(0, 0, 0)';
  297 +
  298 + canvasCtx.beginPath();
  299 +
  300 + let sliceWidth = WIDTH * 1.0 / bufferLength;
  301 + let x = 0;
  302 +
  303 + for (let i = 0; i < bufferLength; i++) {
  304 + let v = dataArray[i] / 128.0;
  305 + let y = v * HEIGHT / 2;
  306 +
  307 + if (i === 0) {
  308 + canvasCtx.moveTo(x, y);
  309 + } else {
  310 + canvasCtx.lineTo(x, y);
  311 + }
  312 +
  313 + x += sliceWidth;
  314 + }
  315 +
  316 + canvasCtx.lineTo(canvas.width, canvas.height / 2);
  317 + canvasCtx.stroke();
  318 + }
  319 +}
  320 +
  321 +window.onresize = function() {
  322 + canvas.width = mainSection.offsetWidth;
  323 +};
  324 +
  325 +window.onresize();
  326 +
  327 +// this function is copied/modified from
  328 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  329 +function flatten(listOfSamples) {
  330 + let n = 0;
  331 + for (let i = 0; i < listOfSamples.length; ++i) {
  332 + n += listOfSamples[i].length;
  333 + }
  334 + let ans = new Int16Array(n);
  335 +
  336 + let offset = 0;
  337 + for (let i = 0; i < listOfSamples.length; ++i) {
  338 + ans.set(listOfSamples[i], offset);
  339 + offset += listOfSamples[i].length;
  340 + }
  341 + return ans;
  342 +}
  343 +
  344 +// this function is copied/modified from
  345 +// https://gist.github.com/meziantou/edb7217fddfbb70e899e
  346 +function toWav(samples) {
  347 + let buf = new ArrayBuffer(44 + samples.length * 2);
  348 + var view = new DataView(buf);
  349 +
  350 + // http://soundfile.sapp.org/doc/WaveFormat/
  351 + // F F I R
  352 + view.setUint32(0, 0x46464952, true); // chunkID
  353 + view.setUint32(4, 36 + samples.length * 2, true); // chunkSize
  354 + // E V A W
  355 + view.setUint32(8, 0x45564157, true); // format
  356 + //
  357 + // t m f
  358 + view.setUint32(12, 0x20746d66, true); // subchunk1ID
  359 + view.setUint32(16, 16, true); // subchunk1Size, 16 for PCM
  360 + view.setUint32(20, 1, true); // audioFormat, 1 for PCM
  361 + view.setUint16(22, 1, true); // numChannels: 1 channel
  362 + view.setUint32(24, expectedSampleRate, true); // sampleRate
  363 + view.setUint32(28, expectedSampleRate * 2, true); // byteRate
  364 + view.setUint16(32, 2, true); // blockAlign
  365 + view.setUint16(34, 16, true); // bitsPerSample
  366 + view.setUint32(36, 0x61746164, true); // Subchunk2ID
  367 + view.setUint32(40, samples.length * 2, true); // subchunk2Size
  368 +
  369 + let offset = 44;
  370 + for (let i = 0; i < samples.length; ++i) {
  371 + view.setInt16(offset, samples[i], true);
  372 + offset += 2;
  373 + }
  374 +
  375 + return new Blob([view], {type: 'audio/wav'});
  376 +}
  377 +
  378 +// this function is copied from
  379 +// https://github.com/awslabs/aws-lex-browser-audio-capture/blob/master/lib/worker.js#L46
  380 +function downsampleBuffer(buffer, exportSampleRate) {
  381 + if (exportSampleRate === recordSampleRate) {
  382 + return buffer;
  383 + }
  384 + var sampleRateRatio = recordSampleRate / exportSampleRate;
  385 + var newLength = Math.round(buffer.length / sampleRateRatio);
  386 + var result = new Float32Array(newLength);
  387 + var offsetResult = 0;
  388 + var offsetBuffer = 0;
  389 + while (offsetResult < result.length) {
  390 + var nextOffsetBuffer = Math.round((offsetResult + 1) * sampleRateRatio);
  391 + var accum = 0, count = 0;
  392 + for (var i = offsetBuffer; i < nextOffsetBuffer && i < buffer.length; i++) {
  393 + accum += buffer[i];
  394 + count++;
  395 + }
  396 + result[offsetResult] = accum / count;
  397 + offsetResult++;
  398 + offsetBuffer = nextOffsetBuffer;
  399 + }
  400 + return result;
  401 +};
  1 +/**
  2 +References
  3 +https://developer.mozilla.org/en-US/docs/Web/API/FileList
  4 +https://developer.mozilla.org/en-US/docs/Web/API/FileReader
  5 +https://javascript.info/arraybuffer-binary-arrays
  6 +https://developer.mozilla.org/zh-CN/docs/Web/API/WebSocket
  7 +https://developer.mozilla.org/en-US/docs/Web/API/WebSocket/send
  8 +*/
  9 +
  10 +var socket;
  11 +
  12 +const serverIpInput = document.getElementById('server-ip');
  13 +const serverPortInput = document.getElementById('server-port');
  14 +
  15 +const connectBtn = document.getElementById('connect');
  16 +const uploadBtn = document.getElementById('file');
  17 +
  18 +function initWebSocket() {
  19 + let protocol = 'ws://';
  20 + if (window.location.protocol == 'https:') {
  21 + protocol = 'wss://'
  22 + }
  23 + let server_ip = serverIpInput.value;
  24 + let server_port = serverPortInput.value;
  25 + console.log('protocol: ', protocol);
  26 + console.log('server_ip: ', server_ip);
  27 + console.log('server_port: ', server_port);
  28 +
  29 +
  30 + let uri = protocol + server_ip + ':' + server_port;
  31 + console.log('uri', uri);
  32 + socket = new WebSocket(uri);
  33 +
  34 + // Connection opened
  35 + socket.addEventListener('open', function(event) {
  36 + console.log('connected');
  37 + uploadBtn.disabled = false;
  38 + connectBtn.disabled = true;
  39 + connectBtn.innerHTML = 'Connected!';
  40 + });
  41 +
  42 + // Connection closed
  43 + socket.addEventListener('close', function(event) {
  44 + console.log('disconnected');
  45 + uploadBtn.disabled = true;
  46 + connectBtn.disabled = false;
  47 + connectBtn.innerHTML = 'Click me to connect!';
  48 + });
  49 +
  50 + // Listen for messages
  51 + socket.addEventListener('message', function(event) {
  52 + console.log('Received message: ', event.data);
  53 +
  54 + document.getElementById('results').value = event.data;
  55 + socket.send('Done');
  56 + console.log('Sent Done');
  57 + socket.close();
  58 + });
  59 +}
  60 +
  61 +window.onload = (event) => {
  62 + console.log('page is fully loaded');
  63 + console.log('protocol', window.location.protocol);
  64 + console.log('port', window.location.port);
  65 + if (window.location.protocol == 'https:') {
  66 + document.getElementById('ws-protocol').textContent = 'wss://';
  67 + }
  68 + serverIpInput.value = window.location.hostname;
  69 + serverPortInput.value = window.location.port;
  70 +};
  71 +
  72 +connectBtn.onclick = function() {
  73 + initWebSocket();
  74 +};
  75 +
  76 +function send_header(n) {
  77 + const header = new ArrayBuffer(4);
  78 + new DataView(header).setInt32(0, n, true /* littleEndian */);
  79 + socket.send(new Int32Array(header, 0, 1));
  80 +}
  81 +
  82 +function onFileChange() {
  83 + var files = document.getElementById('file').files;
  84 +
  85 + if (files.length == 0) {
  86 + console.log('No file selected');
  87 + return;
  88 + }
  89 +
  90 + console.log('files: ' + files);
  91 +
  92 + const file = files[0];
  93 + console.log(file);
  94 + console.log('file.name ' + file.name);
  95 + console.log('file.type ' + file.type);
  96 + console.log('file.size ' + file.size);
  97 +
  98 + let reader = new FileReader();
  99 + reader.onload = function() {
  100 + console.log('reading file!');
  101 + let view = new Int16Array(reader.result);
  102 + // we assume the input file is a wav file.
  103 + // TODO: add some checks here.
  104 + let int16_samples = view.subarray(22); // header has 44 bytes == 22 shorts
  105 + let num_samples = int16_samples.length;
  106 + let float32_samples = new Float32Array(num_samples);
  107 + console.log('num_samples ' + num_samples)
  108 +
  109 + for (let i = 0; i < num_samples; ++i) {
  110 + float32_samples[i] = int16_samples[i] / 32768.
  111 + }
  112 +
  113 + // Send 1024 audio samples per request.
  114 + //
  115 + // It has two purposes:
  116 + // (1) Simulate streaming
  117 + // (2) There is a limit on the number of bytes in the payload that can be
  118 + // sent by websocket, which is 1MB, I think. We can send a large
  119 + // audio file for decoding in this approach.
  120 + let buf = float32_samples.buffer
  121 + let n = 1024 * 4; // send this number of bytes per request.
  122 + console.log('buf length, ' + buf.byteLength);
  123 + send_header(buf.byteLength);
  124 + for (let start = 0; start < buf.byteLength; start += n) {
  125 + socket.send(buf.slice(start, start + n));
  126 + }
  127 + };
  128 +
  129 + reader.readAsArrayBuffer(file);
  130 +}
  131 +
  132 +const clearBtn = document.getElementById('clear');
  133 +clearBtn.onclick = function() {
  134 + console.log('clicked');
  135 + document.getElementById('results').value = '';
  136 +};
  1 + <nav class="navbar navbar-expand-lg navbar-light bg-light">
  2 + <a class="navbar-brand" href="index.html">Next-gen Kaldi demo</a>
  3 + <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
  4 + <span class="navbar-toggler-icon"></span>
  5 + </button>
  6 + <div class="collapse navbar-collapse" id="navbarSupportedContent">
  7 + <ul class="navbar-nav mr-auto">
  8 + <li class="nav-item active">
  9 + <a class="nav-link" href="index.html">Home <span class="sr-only">(current)</span></a>
  10 + </li>
  11 +
  12 + <li class="nav-item">
  13 + <a class="nav-link" href="upload.html">Upload</a>
  14 + </li>
  15 +
  16 + <li class="nav-item">
  17 + <a class="nav-link" href="streaming_record.html">Streaming-Record</a>
  18 + </li>
  19 +
  20 + <li class="nav-item">
  21 + <a class="nav-link" href="offline_record.html">Offline-Record</a>
  22 + </li>
  23 +
  24 + </ul>
  25 + </div>
  26 + </nav>
  1 +<!doctype html>
  2 +<html lang="en">
  3 +<head>
  4 + <!-- Required meta tags -->
  5 + <meta charset="utf-8"></meta>
  6 + <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"></meta>
  7 +
  8 + <!-- Bootstrap CSS -->
  9 + <link rel="stylesheet"
  10 + href="./css/bootstrap.min.css"
  11 + integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T"
  12 + crossorigin="anonymous">
  13 + </link>
  14 +
  15 + <script src="./js/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
  16 +
  17 + <title>Next-gen Kaldi demo (Upload file for recognition)</title>
  18 +</head>
  19 +
  20 +
  21 +<body>
  22 + <div id="nav"></div>
  23 + <script>
  24 + $(function(){
  25 + $("#nav").load("nav-partial.html");
  26 + });
  27 + </script>
  28 +
  29 + <h3>Recognition from offline recordings</h3>
  30 + <div class="container">
  31 + <div class="input-group mb-1">
  32 + <div class="input-group-prepend">
  33 + <button class="btn btn-block btn-primary" type="button" id="connect">Click me to connect</button>
  34 + </div>
  35 + <span class="input-group-text" id="ws-protocol">ws://</span>
  36 + <input type="text" id="server-ip" class="form-control" placeholder="Sherpa server IP, e.g., localhost" aria-label="sherpa server IP">
  37 + <span class="input-group-text">:</span>
  38 + <input type="text" id="server-port" class="form-control" placeholder="Sherpa server port, e.g., 6006" aria-label="sherpa server port">
  39 + </div>
  40 +
  41 + <div class="row">
  42 + <div class="col-12">
  43 + <canvas id="canvas" height="60px" display="block" margin-bottom="0.5rem"></canvas>
  44 + </div>
  45 + </div>
  46 + <div class="row">
  47 + <div class="col">
  48 + <button class="btn btn-primary btn-block" id="offline_record">Offline-Record</button>
  49 + </div>
  50 + <div class="col">
  51 + <button class="btn btn-primary btn-block" id="offline_stop">Offline-Stop</button>
  52 + </div>
  53 + </div>
  54 + </div>
  55 +
  56 + <div class="mb-3">
  57 + <label for="results" class="form-label">Recognition results</label>
  58 + <textarea class="form-control" id="results" rows="8"></textarea>
  59 + </div>
  60 +
  61 + <button class="btn btn-primary btn-block" id="clear">Clear results</button>
  62 +
  63 + <section flex="1" overflow="auto" id="sound-clips">
  64 + </section>
  65 +
  66 +
  67 + <!-- Optional JavaScript -->
  68 + <!-- jQuery first, then Popper.js, then Bootstrap JS -->
  69 + <script src="./js/popper.min.js"
  70 + integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1"
  71 + crossorigin="anonymous">
  72 + </script>
  73 +
  74 + <script src="./js/bootstrap.min.js"
  75 + integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM"
  76 + crossorigin="anonymous">
  77 + </script>
  78 +
  79 + <script src="./js/offline_record.js"> </script>
  80 +</body>
  81 +</html>
  1 +#!/usr/bin/env python3
  2 +
  3 +# Code in this file is modified from
  4 +# https://stackoverflow.com/questions/19705785/python-3-simple-https-server
  5 +
  6 +import argparse
  7 +import http.server
  8 +import ssl
  9 +import sys
  10 +from pathlib import Path
  11 +
  12 +"""
  13 +Usage:
  14 +
  15 + ./start-https-server.py \
  16 + --server-address 0.0.0.0 \
  17 + --server-port 6007 \
  18 + --cert ./cert.pem
  19 +"""
  20 +
  21 +
  22 +def get_args():
  23 + parser = argparse.ArgumentParser()
  24 + parser.add_argument(
  25 + "--server-address",
  26 + type=str,
  27 + default="0.0.0.0",
  28 + help="""IP address which this server will bind to""",
  29 + )
  30 +
  31 + parser.add_argument(
  32 + "--server-port",
  33 + type=int,
  34 + default=6007,
  35 + help="""Port number on which this server will listen""",
  36 + )
  37 +
  38 + parser.add_argument(
  39 + "--certificate",
  40 + type=str,
  41 + default="cert.pem",
  42 + help="""Path to the X.509 certificate. You can use
  43 + ./generate-certificate.py to generate it""",
  44 + )
  45 +
  46 + return parser.parse_args()
  47 +
  48 +
  49 +def main():
  50 + args = get_args()
  51 + print(f"{vars(args)}")
  52 + server_address = (args.server_address, args.server_port)
  53 + httpd = http.server.HTTPServer(
  54 + server_address, http.server.SimpleHTTPRequestHandler
  55 + )
  56 +
  57 + if not Path(args.certificate).is_file():
  58 + print("Please run ./generate-certificate.py to generate a certificate")
  59 + sys.exit(-1)
  60 +
  61 + httpd.socket = ssl.wrap_socket(
  62 + httpd.socket,
  63 + server_side=True,
  64 + certfile=args.certificate,
  65 + ssl_version=ssl.PROTOCOL_TLS,
  66 + )
  67 + print(
  68 + "The server is listening at the following address:\n"
  69 + f"https://{args.server_address}:{args.server_port}"
  70 + )
  71 + httpd.serve_forever()
  72 +
  73 +
  74 +if __name__ == "__main__":
  75 + main()
  1 +<!doctype html>
  2 +<html lang="en">
  3 +<head>
  4 + <!-- Required meta tags -->
  5 + <meta charset="utf-8"></meta>
  6 + <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"></meta>
  7 +
  8 + <!-- Bootstrap CSS -->
  9 + <link rel="stylesheet"
  10 + href="./css/bootstrap.min.css"
  11 + integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T"
  12 + crossorigin="anonymous">
  13 + </link>
  14 +
  15 + <script src="./js/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
  16 +
  17 + <title>Next-gen Kaldi demo (Upload file for recognition)</title>
  18 +</head>
  19 +
  20 +
  21 +<body>
  22 + <div id="nav"></div>
  23 + <script>
  24 + $(function(){
  25 + $("#nav").load("nav-partial.html");
  26 + });
  27 + </script>
  28 +
  29 + <h3>Recognition from real-time recordings</h3>
  30 + <div class="container">
  31 + <div class="input-group mb-1">
  32 + <div class="input-group-prepend">
  33 + <button class="btn btn-block btn-primary" type="button" id="connect">Click me to connect</button>
  34 + </div>
  35 + <span class="input-group-text" id="ws-protocol">ws://</span>
  36 + <input type="text" id="server-ip" class="form-control" placeholder="Sherpa server IP, e.g., localhost" aria-label="sherpa server IP">
  37 + <span class="input-group-text">:</span>
  38 + <input type="text" id="server-port" class="form-control" placeholder="Sherpa server port, e.g., 6006" aria-label="sherpa server port">
  39 + </div>
  40 +
  41 + <div class="row">
  42 + <div class="col-12">
  43 + <canvas id="canvas" height="60px" display="block" margin-bottom="0.5rem"></canvas>
  44 + </div>
  45 + </div>
  46 + <div class="row">
  47 + <div class="col">
  48 + <button class="btn btn-primary btn-block" id="streaming_record">Streaming-Record</button>
  49 + </div>
  50 + <div class="col">
  51 + <button class="btn btn-primary btn-block" id="streaming_stop">Streaming-Stop</button>
  52 + </div>
  53 + </div>
  54 + </div>
  55 +
  56 + <div class="mb-3">
  57 + <label for="results" class="form-label">Recognition results</label>
  58 + <textarea class="form-control" id="results" rows="8"></textarea>
  59 + </div>
  60 +
  61 + <button class="btn btn-primary btn-block" id="clear">Clear results</button>
  62 +
  63 + <section flex="1" overflow="auto" id="sound-clips">
  64 + </section>
  65 +
  66 +
  67 + <!-- Optional JavaScript -->
  68 + <!-- jQuery first, then Popper.js, then Bootstrap JS -->
  69 + <script src="./js/popper.min.js"
  70 + integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1"
  71 + crossorigin="anonymous">
  72 + </script>
  73 +
  74 + <script src="./js/bootstrap.min.js"
  75 + integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM"
  76 + crossorigin="anonymous">
  77 + </script>
  78 +
  79 + <script src="./js/streaming_record.js"> </script>
  80 +</body>
  81 +</html>
  1 +<!doctype html>
  2 +<html lang="en">
  3 +<head>
  4 + <!-- Required meta tags -->
  5 + <meta charset="utf-8"></meta>
  6 + <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"></meta>
  7 +
  8 + <!-- Bootstrap CSS -->
  9 + <link rel="stylesheet"
  10 + href="./css/bootstrap.min.css"
  11 + integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T"
  12 + crossorigin="anonymous">
  13 + </link>
  14 +
  15 + <script src="./js/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
  16 +
  17 + <title>Next-gen Kaldi demo (Upload file for recognition)</title>
  18 +</head>
  19 +
  20 +
  21 +<body>
  22 + <div id="nav"></div>
  23 + <script>
  24 + $(function(){
  25 + $("#nav").load("nav-partial.html");
  26 + });
  27 + </script>
  28 +
  29 + <h3>Recognition from a selected file</h3>
  30 + <div class="input-group mb-1">
  31 + <div class="input-group-prepend">
  32 + <button class="btn btn-block btn-primary" type="button" id="connect">Click me to connect</button>
  33 + </div>
  34 + <span class="input-group-text" id="ws-protocol">ws://</span>
  35 + <input type="text" id="server-ip" class="form-control" placeholder="Sherpa server IP, e.g., localhost" aria-label="sherpa server IP">
  36 + <span class="input-group-text">:</span>
  37 + <input type="text" id="server-port" class="form-control" placeholder="Sherpa server port, e.g., 6006" aria-label="sherpa server port">
  38 + </div>
  39 +
  40 + <form>
  41 + <div class="mb-3">
  42 + <label for="file" class="form-label">Select file</label>
  43 + <input class="form-control" type="file" id="file" accept=".wav" onchange="onFileChange()" disabled="true"></input>
  44 + </div>
  45 +
  46 + <div class="mb-3">
  47 + <label for="results" class="form-label">Recognition results</label>
  48 + <textarea class="form-control" id="results" rows="8"></textarea>
  49 + </div>
  50 +
  51 + <button class="btn btn-primary btn-block" id="clear">Clear results</button>
  52 + </form>
  53 +
  54 + <!-- Optional JavaScript -->
  55 + <!-- jQuery first, then Popper.js, then Bootstrap JS -->
  56 + <script src="./js/popper.min.js"
  57 + integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1"
  58 + crossorigin="anonymous">
  59 + </script>
  60 +
  61 + <script src="./js/bootstrap.min.js"
  62 + integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM"
  63 + crossorigin="anonymous">
  64 + </script>
  65 +
  66 + <script src="./js/upload.js"> </script>
  67 +</body>
  68 +</html>
1 from _sherpa_onnx import Display 1 from _sherpa_onnx import Display
2 2
3 from .online_recognizer import OnlineRecognizer 3 from .online_recognizer import OnlineRecognizer
  4 +from .online_recognizer import OnlineStream
4 from .offline_recognizer import OfflineRecognizer 5 from .offline_recognizer import OfflineRecognizer
@@ -127,6 +127,7 @@ class OnlineRecognizer(object): @@ -127,6 +127,7 @@ class OnlineRecognizer(object):
127 ) 127 )
128 128
129 self.recognizer = _Recognizer(recognizer_config) 129 self.recognizer = _Recognizer(recognizer_config)
  130 + self.config = recognizer_config
130 131
131 def create_stream(self): 132 def create_stream(self):
132 return self.recognizer.create_stream() 133 return self.recognizer.create_stream()