Fangjun Kuang
Committed by GitHub

Swift API for keyword spotting. (#1027)

... ... @@ -7,6 +7,10 @@ echo "pwd: $PWD"
cd swift-api-examples
ls -lh
./run-keyword-spotting-from-file.sh
rm ./keyword-spotting-from-file
rm -rf sherpa-onnx-kws-*
./run-streaming-hlg-decode-file.sh
rm ./streaming-hlg-decode-file
rm -rf sherpa-onnx-streaming-zipformer-ctc-small-2024-03-18
... ...
... ... @@ -8,3 +8,4 @@ sherpa-onnx-paraformer-zh-2023-09-14
!*.sh
*.bak
streaming-hlg-decode-file
keyword-spotting-from-file
... ...
... ... @@ -832,3 +832,111 @@ class SherpaOnnxSpokenLanguageIdentificationWrapper {
return SherpaOnnxSpokenLanguageIdentificationResultWrapper(result: result)
}
}
// keyword spotting
class SherpaOnnxKeywordResultWrapper {
/// A pointer to the underlying counterpart in C
let result: UnsafePointer<SherpaOnnxKeywordResult>!
var keyword: String {
return String(cString: result.pointee.keyword)
}
var count: Int32 {
return result.pointee.count
}
var tokens: [String] {
if let tokensPointer = result.pointee.tokens_arr {
var tokens: [String] = []
for index in 0..<count {
if let tokenPointer = tokensPointer[Int(index)] {
let token = String(cString: tokenPointer)
tokens.append(token)
}
}
return tokens
} else {
let tokens: [String] = []
return tokens
}
}
init(result: UnsafePointer<SherpaOnnxKeywordResult>!) {
self.result = result
}
deinit {
if let result {
DestroyKeywordResult(result)
}
}
}
func sherpaOnnxKeywordSpotterConfig(
featConfig: SherpaOnnxFeatureConfig,
modelConfig: SherpaOnnxOnlineModelConfig,
keywordsFile: String,
maxActivePaths: Int = 4,
numTrailingBlanks: Int = 1,
keywordsScore: Float = 1.0,
keywordsThreshold: Float = 0.25
) -> SherpaOnnxKeywordSpotterConfig {
return SherpaOnnxKeywordSpotterConfig(
feat_config: featConfig,
model_config: modelConfig,
max_active_paths: Int32(maxActivePaths),
num_trailing_blanks: Int32(numTrailingBlanks),
keywords_score: keywordsScore,
keywords_threshold: keywordsThreshold,
keywords_file: toCPointer(keywordsFile)
)
}
class SherpaOnnxKeywordSpotterWrapper {
/// A pointer to the underlying counterpart in C
let spotter: OpaquePointer!
var stream: OpaquePointer!
init(
config: UnsafePointer<SherpaOnnxKeywordSpotterConfig>!
) {
spotter = CreateKeywordSpotter(config)
stream = CreateKeywordStream(spotter)
}
deinit {
if let stream {
DestroyOnlineStream(stream)
}
if let spotter {
DestroyKeywordSpotter(spotter)
}
}
func acceptWaveform(samples: [Float], sampleRate: Int = 16000) {
AcceptWaveform(stream, Int32(sampleRate), samples, Int32(samples.count))
}
func isReady() -> Bool {
return IsKeywordStreamReady(spotter, stream) == 1 ? true : false
}
func decode() {
DecodeKeywordStream(spotter, stream)
}
func getResult() -> SherpaOnnxKeywordResultWrapper {
let result: UnsafePointer<SherpaOnnxKeywordResult>? = GetKeywordResult(
spotter, stream)
return SherpaOnnxKeywordResultWrapper(result: result)
}
/// Signal that no more audio samples would be available.
/// After this call, you cannot call acceptWaveform() any more.
func inputFinished() {
InputFinished(stream)
}
}
... ...
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 filePath = "./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/test_wavs/3.wav"
let encoder =
"./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/encoder-epoch-12-avg-2-chunk-16-left-64.onnx"
let decoder =
"./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/decoder-epoch-12-avg-2-chunk-16-left-64.onnx"
let joiner =
"./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/joiner-epoch-12-avg-2-chunk-16-left-64.onnx"
let tokens =
"./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/tokens.txt"
let keywordsFile =
"./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01/test_wavs/test_keywords.txt"
let transducerConfig = sherpaOnnxOnlineTransducerModelConfig(
encoder: encoder,
decoder: decoder,
joiner: joiner
)
let modelConfig = sherpaOnnxOnlineModelConfig(
tokens: tokens,
transducer: transducerConfig
)
let featConfig = sherpaOnnxFeatureConfig(
sampleRate: 16000,
featureDim: 80
)
var config = sherpaOnnxKeywordSpotterConfig(
featConfig: featConfig,
modelConfig: modelConfig,
keywordsFile: keywordsFile
)
let spotter = SherpaOnnxKeywordSpotterWrapper(config: &config)
let fileURL: NSURL = NSURL(fileURLWithPath: filePath)
let audioFile = try! AVAudioFile(forReading: fileURL as URL)
let audioFormat = audioFile.processingFormat
assert(audioFormat.sampleRate == 16000)
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()
spotter.acceptWaveform(samples: array)
let tailPadding = [Float](repeating: 0.0, count: 3200)
spotter.acceptWaveform(samples: tailPadding)
spotter.inputFinished()
while spotter.isReady() {
spotter.decode()
let keyword = spotter.getResult().keyword
if keyword != "" {
print("Detected: \(keyword)")
}
}
}
@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 [ ! -d ./sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01 ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/kws-models/sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01.tar.bz2
tar xf sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01.tar.bz2
rm sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01.tar.bz2
fi
if [ ! -e ./keyword-spotting-from-file ]; 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 \
./keyword-spotting-from-file.swift ./SherpaOnnx.swift \
-L ../build-swift-macos/install/lib/ \
-l sherpa-onnx \
-l onnxruntime \
-o keyword-spotting-from-file
strip keyword-spotting-from-file
else
echo "./keyword-spotting-from-file exists - skip building"
fi
export DYLD_LIBRARY_PATH=$PWD/../build-swift-macos/install/lib:$DYLD_LIBRARY_PATH
./keyword-spotting-from-file
... ...