Fangjun Kuang
Committed by GitHub

Add Swift API for FireRedAsr AED Model (#1876)

... ... @@ -7,6 +7,10 @@ echo "pwd: $PWD"
cd swift-api-examples
ls -lh
./run-fire-red-asr.sh
rm -rf sherpa-onnx-fire-red-asr-*
./run-tts-vits.sh
ls -lh
rm -rf vits-piper-*
... ...
... ... @@ -357,6 +357,16 @@ func sherpaOnnxOfflineWhisperModelConfig(
)
}
func sherpaOnnxOfflineFireRedAsrModelConfig(
encoder: String = "",
decoder: String = ""
) -> SherpaOnnxOfflineFireRedAsrModelConfig {
return SherpaOnnxOfflineFireRedAsrModelConfig(
encoder: toCPointer(encoder),
decoder: toCPointer(decoder)
)
}
func sherpaOnnxOfflineMoonshineModelConfig(
preprocessor: String = "",
encoder: String = "",
... ... @@ -416,7 +426,8 @@ func sherpaOnnxOfflineModelConfig(
bpeVocab: String = "",
teleSpeechCtc: String = "",
senseVoice: SherpaOnnxOfflineSenseVoiceModelConfig = sherpaOnnxOfflineSenseVoiceModelConfig(),
moonshine: SherpaOnnxOfflineMoonshineModelConfig = sherpaOnnxOfflineMoonshineModelConfig()
moonshine: SherpaOnnxOfflineMoonshineModelConfig = sherpaOnnxOfflineMoonshineModelConfig(),
fireRedAsr: SherpaOnnxOfflineFireRedAsrModelConfig = sherpaOnnxOfflineFireRedAsrModelConfig()
) -> SherpaOnnxOfflineModelConfig {
return SherpaOnnxOfflineModelConfig(
transducer: transducer,
... ... @@ -433,7 +444,8 @@ func sherpaOnnxOfflineModelConfig(
bpe_vocab: toCPointer(bpeVocab),
telespeech_ctc: toCPointer(teleSpeechCtc),
sense_voice: senseVoice,
moonshine: moonshine
moonshine: moonshine,
fire_red_asr: fireRedAsr
)
}
... ...
import AVFoundation
extension AudioBuffer {
func array() -> [Float] {
return Array(UnsafeBufferPointer(self))
}
}
extension AVAudioPCMBuffer {
func array() -> [Float] {
return self.audioBufferList.pointee.mBuffers.array()
}
}
func run() {
let encoder = "./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/encoder.int8.onnx"
let decoder = "./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/decoder.int8.onnx"
let tokens = "./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/tokens.txt"
let fireRedAsr = sherpaOnnxOfflineFireRedAsrModelConfig(
encoder: encoder,
decoder: decoder
)
let modelConfig = sherpaOnnxOfflineModelConfig(
tokens: tokens,
debug: 0,
fireRedAsr: fireRedAsr
)
let featConfig = sherpaOnnxFeatureConfig(
sampleRate: 16000,
featureDim: 80
)
var config = sherpaOnnxOfflineRecognizerConfig(
featConfig: featConfig,
modelConfig: modelConfig
)
let recognizer = SherpaOnnxOfflineRecognizer(config: &config)
let filePath = "./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/test_wavs/0.wav"
let fileURL: NSURL = NSURL(fileURLWithPath: filePath)
let audioFile = try! AVAudioFile(forReading: fileURL as URL)
let audioFormat = audioFile.processingFormat
assert(audioFormat.channelCount == 1)
assert(audioFormat.commonFormat == AVAudioCommonFormat.pcmFormatFloat32)
let audioFrameCount = UInt32(audioFile.length)
let audioFileBuffer = AVAudioPCMBuffer(pcmFormat: audioFormat, frameCapacity: audioFrameCount)
try! audioFile.read(into: audioFileBuffer!)
let array: [Float]! = audioFileBuffer?.array()
let result = recognizer.decode(samples: array, sampleRate: Int(audioFormat.sampleRate))
print("\nresult is:\n\(result.text)")
if result.timestamps.count != 0 {
print("\ntimestamps is:\n\(result.timestamps)")
}
}
@main
struct App {
static func main() {
run()
}
}
... ...
#!/usr/bin/env bash
set -ex
if [ ! -d ../build-swift-macos ]; then
echo "Please run ../build-swift-macos.sh first!"
exit 1
fi
if [ ! -f ./sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16/encoder.int8.onnx ]; then
echo "Please download the pre-trained model for testing."
echo "You can refer to"
echo ""
echo "https://k2-fsa.github.io/sherpa/onnx/pretrained_models/FireRedAsr/index.html"
echo ""
echo "for help"
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
tar xvf sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
rm sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16.tar.bz2
ls -lh sherpa-onnx-fire-red-asr-large-zh_en-2025-02-16
fi
if [ ! -e ./fire-red-asr ]; then
# Note: We use -lc++ to link against libc++ instead of libstdc++
swiftc \
-lc++ \
-I ../build-swift-macos/install/include \
-import-objc-header ./SherpaOnnx-Bridging-Header.h \
./fire-red-asr.swift ./SherpaOnnx.swift \
-L ../build-swift-macos/install/lib/ \
-l sherpa-onnx \
-l onnxruntime \
-o fire-red-asr
strip fire-red-asr
else
echo "./fire-red-asr exists - skip building"
fi
export DYLD_LIBRARY_PATH=$PWD/../build-swift-macos/install/lib:$DYLD_LIBRARY_PATH
./fire-red-asr
... ...