decode-file.swift 2.2 KB
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-streaming-zipformer-bilingual-zh-en-2023-02-20/encoder-epoch-99-avg-1.onnx"
  let decoder = "./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/decoder-epoch-99-avg-1.onnx"
  let joiner = "./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/joiner-epoch-99-avg-1.onnx"
  let tokens = "./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/tokens.txt"

  let modelConfig = sherpaOnnxOnlineTransducerModelConfig(
    encoder: encoder,
    decoder: decoder,
    joiner: joiner,
    tokens: tokens,
    numThreads: 2)

  let featConfig = sherpaOnnxFeatureConfig(
    sampleRate: 16000,
    featureDim: 80
  )
  var config = sherpaOnnxOnlineRecognizerConfig(
      featConfig: featConfig,
      modelConfig: modelConfig,
      enableEndpoint: false,
      decodingMethod: "modified_beam_search",
      maxActivePaths: 4
  )


  let recognizer = SherpaOnnxRecognizer(config: &config)

  let filePath = "./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/test_wavs/1.wav"
  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()
  recognizer.acceptWaveform(samples: array)

  let tailPadding = [Float](repeating: 0.0, count: 3200)
  recognizer.acceptWaveform(samples: tailPadding)

  recognizer.inputFinished()
  while (recognizer.isReady()) {
    recognizer.decode()
  }

  let result = recognizer.getResult()
  print("\nresult is:\n\(result.text)")
}

@main
struct App {
  static func main() {
    run()
  }
}