| { | |
| "model_type": "fastconformer_rnnt", | |
| "source_model": "nvidia/nemotron-speech-streaming-en-0.6b", | |
| "audio": { | |
| "sample_rate": 16000, | |
| "sample_format": "S16_LE", | |
| "bytes_per_second": 32000 | |
| }, | |
| "preprocessor": { | |
| "n_mels": 128, | |
| "n_fft": 512, | |
| "hop_length": 160, | |
| "win_length": 400, | |
| "window": "hann", | |
| "preemph": 0.97, | |
| "dither": 1e-05, | |
| "normalize": null, | |
| "pad_to": 0, | |
| "mel_norm": "slaney", | |
| "mel_layout": "band_major" | |
| }, | |
| "encoder": { | |
| "model_file": "encoder_model.onnx", | |
| "layers": 24, | |
| "dim": 1024, | |
| "chunk_mel_frames": 56, | |
| "pre_encode_cache_frames": 9, | |
| "total_input_frames": 65, | |
| "cache_last_channel_shape": [ | |
| 1, | |
| 24, | |
| 70, | |
| 1024 | |
| ], | |
| "cache_last_time_shape": [ | |
| 1, | |
| 24, | |
| 1024, | |
| 8 | |
| ] | |
| }, | |
| "decoder": { | |
| "model_file": "decoder_model.onnx", | |
| "prediction_layers": 2, | |
| "prediction_hidden": 640, | |
| "vocab_size": 1025, | |
| "blank_id": 1024, | |
| "max_symbols_per_frame": 10 | |
| }, | |
| "streaming": { | |
| "chunk_duration_ms": 560, | |
| "chunk_audio_samples": 8960 | |
| } | |
| } |