Fangjun Kuang
Committed by GitHub

Add Python API for punctuation models. (#762)

... ... @@ -14,7 +14,7 @@ echo "PATH: $PATH"
which $EXE
log "------------------------------------------------------------"
log "Download model "
log "Download the punctuation model "
log "------------------------------------------------------------"
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/punctuation-models/sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
... ...
... ... @@ -8,6 +8,18 @@ log() {
echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
}
log "test offline punctuation"
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/punctuation-models/sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
tar xvf sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
rm sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
repo=sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12
ls -lh $repo
python3 ./python-api-examples/add-punctuation.py
rm -rf $repo
log "test audio tagging"
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/audio-tagging-models/sherpa-onnx-zipformer-audio-tagging-2024-04-09.tar.bz2
... ...
... ... @@ -91,3 +91,4 @@ sr-data
*xcworkspace/xcuserdata/*
vits-icefall-*
sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12
... ...
... ... @@ -2,7 +2,7 @@
if [ ! -f ./silero_vad.onnx ]; then
curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
curl -SL -O https://github.com/snakers4/silero-vad/raw/master/files/silero_vad.onnx
fi
if [ ! -f ./sherpa-onnx-paraformer-trilingual-zh-cantonese-en/model.int8.onnx ]; then
... ...
... ... @@ -2,7 +2,7 @@
if [ ! -f ./silero_vad.onnx ]; then
curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
curl -SL -O https://github.com/snakers4/silero-vad/raw/master/files/silero_vad.onnx
fi
if [ ! -f ./sherpa-onnx-whisper-tiny.en/tiny.en-encoder.int8.onnx ]; then
... ...
... ... @@ -9,7 +9,7 @@ if [ ! -f ./sr-data/enroll/fangjun-sr-1.wav ]; then
fi
if [ ! -f ./silero_vad.onnx ]; then
curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
curl -SL -O https://github.com/snakers4/silero-vad/raw/master/files/silero_vad.onnx
fi
go mod tidy
... ...
... ... @@ -2,7 +2,7 @@
if [ ! -f ./silero_vad.onnx ]; then
curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
curl -SL -O https://github.com/snakers4/silero-vad/raw/master/files/silero_vad.onnx
fi
if [ ! -f ./sherpa-onnx-whisper-tiny/tiny-encoder.int8.onnx ]; then
... ...
... ... @@ -2,7 +2,7 @@
if [ ! -f ./silero_vad.onnx ]; then
curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
curl -SL -O https://github.com/snakers4/silero-vad/raw/master/files/silero_vad.onnx
fi
go mod tidy
... ...
#!/usr/bin/env python3
"""
This script shows how to add punctuations to text using sherpa-onnx Python API.
Please download the model from
https://github.com/k2-fsa/sherpa-onnx/releases/tag/punctuation-models
The following is an example
wget https://github.com/k2-fsa/sherpa-onnx/releases/download/punctuation-models/sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
tar xvf sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
rm sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12.tar.bz2
"""
from pathlib import Path
import sherpa_onnx
def main():
model = "./sherpa-onnx-punct-ct-transformer-zh-en-vocab272727-2024-04-12/model.onnx"
if not Path(model).is_file():
raise ValueError(f"{model} does not exist")
config = sherpa_onnx.OfflinePunctuationConfig(
model=sherpa_onnx.OfflinePunctuationModelConfig(ct_transformer=model),
)
punct = sherpa_onnx.OfflinePunctuation(config)
text_list = [
"这是一个测试你好吗How are you我很好thank you are you ok谢谢你",
"我们都是木头人不会说话不会动",
"The African blogosphere is rapidly expanding bringing more voices online in the form of commentaries opinions analyses rants and poetry",
]
for text in text_list:
text_with_punct = punct.add_punctuation(text)
print("----------")
print(f"input: {text}")
print(f"output: {text_with_punct}")
print("----------")
if __name__ == "__main__":
main()
... ...
... ... @@ -12,6 +12,7 @@ set(srcs
offline-model-config.cc
offline-nemo-enc-dec-ctc-model-config.cc
offline-paraformer-model-config.cc
offline-punctuation.cc
offline-recognizer.cc
offline-stream.cc
offline-tdnn-model-config.cc
... ...
// sherpa-onnx/python/csrc/offline-punctuation.cc
//
// Copyright (c) 2024 Xiaomi Corporation
#include "sherpa-onnx/python/csrc/offline-punctuation.h"
#include "sherpa-onnx/csrc/offline-punctuation.h"
namespace sherpa_onnx {
static void PybindOfflinePunctuationModelConfig(py::module *m) {
using PyClass = OfflinePunctuationModelConfig;
py::class_<PyClass>(*m, "OfflinePunctuationModelConfig")
.def(py::init<>())
.def(py::init<const std::string &, int32_t, bool, const std::string &>(),
py::arg("ct_transformer"), py::arg("num_threads") = 1,
py::arg("debug") = false, py::arg("provider") = "cpu")
.def_readwrite("ct_transformer", &PyClass::ct_transformer)
.def_readwrite("num_threads", &PyClass::num_threads)
.def_readwrite("debug", &PyClass::debug)
.def_readwrite("provider", &PyClass::provider)
.def("validate", &PyClass::Validate)
.def("__str__", &PyClass::ToString);
}
static void PybindOfflinePunctuationConfig(py::module *m) {
PybindOfflinePunctuationModelConfig(m);
using PyClass = OfflinePunctuationConfig;
py::class_<PyClass>(*m, "OfflinePunctuationConfig")
.def(py::init<>())
.def(py::init<const OfflinePunctuationModelConfig &>(), py::arg("model"))
.def_readwrite("model", &PyClass::model)
.def("validate", &PyClass::Validate)
.def("__str__", &PyClass::ToString);
}
void PybindOfflinePunctuation(py::module *m) {
PybindOfflinePunctuationConfig(m);
using PyClass = OfflinePunctuation;
py::class_<PyClass>(*m, "OfflinePunctuation")
.def(py::init<const OfflinePunctuationConfig &>(), py::arg("config"),
py::call_guard<py::gil_scoped_release>())
.def("add_punctuation", &PyClass::AddPunctuation, py::arg("text"),
py::call_guard<py::gil_scoped_release>());
}
} // namespace sherpa_onnx
... ...
// sherpa-onnx/python/csrc/offline-punctuation.h
//
// Copyright (c) 2024 Xiaomi Corporation
#ifndef SHERPA_ONNX_PYTHON_CSRC_OFFLINE_PUNCTUATION_H_
#define SHERPA_ONNX_PYTHON_CSRC_OFFLINE_PUNCTUATION_H_
#include "sherpa-onnx/python/csrc/sherpa-onnx.h"
namespace sherpa_onnx {
void PybindOfflinePunctuation(py::module *m);
}
#endif // SHERPA_ONNX_PYTHON_CSRC_OFFLINE_PUNCTUATION_H_
... ...
... ... @@ -14,6 +14,7 @@
#include "sherpa-onnx/python/csrc/offline-ctc-fst-decoder-config.h"
#include "sherpa-onnx/python/csrc/offline-lm-config.h"
#include "sherpa-onnx/python/csrc/offline-model-config.h"
#include "sherpa-onnx/python/csrc/offline-punctuation.h"
#include "sherpa-onnx/python/csrc/offline-recognizer.h"
#include "sherpa-onnx/python/csrc/offline-stream.h"
#include "sherpa-onnx/python/csrc/online-ctc-fst-decoder-config.h"
... ... @@ -40,6 +41,7 @@ PYBIND11_MODULE(_sherpa_onnx, m) {
PybindWaveWriter(&m);
PybindAudioTagging(&m);
PybindOfflinePunctuation(&m);
PybindFeatures(&m);
PybindOnlineCtcFstDecoderConfig(&m);
... ...
... ... @@ -6,6 +6,9 @@ from _sherpa_onnx import (
AudioTaggingModelConfig,
CircularBuffer,
Display,
OfflinePunctuation,
OfflinePunctuationConfig,
OfflinePunctuationModelConfig,
OfflineStream,
OfflineTts,
OfflineTtsConfig,
... ...