| | |
| | | |
| | | const ( |
| | | asrSampleRate = 16000 |
| | | xasrHeadPaddingSamples = asrSampleRate / 4 |
| | | xasrTailPaddingSamples = asrSampleRate + asrSampleRate/2 |
| | | xasrReleaseTailDelay = 300 * time.Millisecond |
| | | ) |
| | | |
| | | var xasrTailPadding = make([]float32, xasrTailPaddingSamples) |
| | | var ( |
| | | xasrHeadPadding = make([]float32, xasrHeadPaddingSamples) |
| | | xasrTailPadding = make([]float32, xasrTailPaddingSamples) |
| | | ) |
| | | |
| | | type sherpaEngine struct { |
| | | recognizer *sherpa.OfflineRecognizer |
| | | hwInfo string |
| | | recognizer *sherpa.OfflineRecognizer |
| | | backendKind string |
| | | hwInfo string |
| | | } |
| | | |
| | | type xasrStreamingEngine struct { |
| | |
| | | } |
| | | |
| | | type xasrStreamingSession struct { |
| | | engine *xasrStreamingEngine |
| | | stream *sherpa.OnlineStream |
| | | lastText string |
| | | finished bool |
| | | engine *xasrStreamingEngine |
| | | stream *sherpa.OnlineStream |
| | | lastText string |
| | | hasAcceptedSamples bool |
| | | finished bool |
| | | } |
| | | |
| | | func newPlatformEngine(resolved model.ResolvedModel) (Engine, error) { |
| | |
| | | info := fmt.Sprintf("%s ยท %s", resolved.Profile.DisplayName, p.name) |
| | | logger.Info("Engine initialized: %s", info) |
| | | return &sherpaEngine{ |
| | | recognizer: recognizer, |
| | | hwInfo: info, |
| | | recognizer: recognizer, |
| | | backendKind: resolved.BackendKind, |
| | | hwInfo: info, |
| | | }, nil |
| | | } |
| | | logger.Info("Failed to init with %s, trying next provider", p.name) |
| | |
| | | config.ModelConfig.Moonshine.Encoder = resolved.Files["encoder"] |
| | | config.ModelConfig.Moonshine.UncachedDecoder = resolved.Files["uncached_decoder"] |
| | | config.ModelConfig.Moonshine.CachedDecoder = resolved.Files["cached_decoder"] |
| | | case model.BackendTransducer: |
| | | config.ModelConfig.Transducer.Encoder = resolved.Files["encoder"] |
| | | config.ModelConfig.Transducer.Decoder = resolved.Files["decoder"] |
| | | config.ModelConfig.Transducer.Joiner = resolved.Files["joiner"] |
| | | case model.BackendNemoTransducer: |
| | | config.ModelConfig.Transducer.Encoder = resolved.Files["encoder"] |
| | | config.ModelConfig.Transducer.Decoder = resolved.Files["decoder"] |
| | | config.ModelConfig.Transducer.Joiner = resolved.Files["joiner"] |
| | | config.ModelConfig.ModelType = model.BackendNemoTransducer |
| | | case model.BackendQwen3ASR: |
| | | config.ModelConfig.Qwen3ASR.ConvFrontend = resolved.Files["conv_frontend"] |
| | | config.ModelConfig.Qwen3ASR.Encoder = resolved.Files["encoder"] |
| | | config.ModelConfig.Qwen3ASR.Decoder = resolved.Files["decoder"] |
| | | config.ModelConfig.Qwen3ASR.Tokenizer = resolved.Files["tokenizer"] |
| | | config.ModelConfig.Qwen3ASR.MaxTotalLen = 1024 |
| | | config.ModelConfig.Qwen3ASR.MaxNewTokens = 256 |
| | | config.ModelConfig.Qwen3ASR.Temperature = 0.0 |
| | | config.ModelConfig.Qwen3ASR.TopP = 0.9 |
| | | config.ModelConfig.Qwen3ASR.Seed = 0 |
| | | if err := applyQwen3ASRConfig(&config, resolved); err != nil { |
| | | return sherpa.OfflineRecognizerConfig{}, err |
| | | } |
| | | default: |
| | | return sherpa.OfflineRecognizerConfig{}, fmt.Errorf("unsupported backend kind: %s", resolved.BackendKind) |
| | | } |
| | |
| | | if s.stream == nil || s.finished { |
| | | return s.lastText, nil |
| | | } |
| | | if !s.hasAcceptedSamples { |
| | | samples = xasrSamplesWithHeadPadding(samples) |
| | | s.hasAcceptedSamples = true |
| | | } |
| | | |
| | | s.engine.mu.Lock() |
| | | defer s.engine.mu.Unlock() |
| | |
| | | return nextText |
| | | } |
| | | |
| | | func xasrSamplesWithHeadPadding(samples []float32) []float32 { |
| | | padded := make([]float32, 0, len(xasrHeadPadding)+len(samples)) |
| | | padded = append(padded, xasrHeadPadding...) |
| | | padded = append(padded, samples...) |
| | | return padded |
| | | } |
| | | |
| | | func (e *sherpaEngine) HardwareInfo() string { |
| | | return e.hwInfo |
| | | } |
| | | |
| | | func (e *sherpaEngine) ReleaseTailCaptureDelay() time.Duration { |
| | | if e.backendKind == model.BackendSenseVoice { |
| | | return senseVoiceReleaseTailDelay |
| | | } |
| | | return 0 |
| | | } |
| | | |
| | | func (e *xasrStreamingEngine) HardwareInfo() string { |
| | |
| | | return xasrReleaseTailDelay |
| | | } |
| | | |
| | | func (e *xasrStreamingEngine) HoldPreCaptureEnabled() bool { |
| | | return true |
| | | } |
| | | |
| | | func (e *sherpaEngine) Close() { |
| | | if e.recognizer != nil { |
| | | sherpa.DeleteOfflineRecognizer(e.recognizer) |