Neuphonic Neucodec Onnx Decoder Int8 Mirror

--- license: apache-2.0 base_model: - neuphonic/neucodec pipeline_tag: audio-to-audio --- # NeuCodec Onnx Decoder This is an onnx-compiled version of the decoder of [NeuCodec](https://huggingface.co/neuphonic/neucodec), quantized to int8. It's main use case is providing a low footprint decoder for on-device TTS. ## Usage ```python import librosa import torch import soundfile as sf from torchaudio import transforms as T from neucodec import NeuCodec, NeuCodecOnnxDecoder model = NeuCodec.from_pretrained("neuphonic/neucodec") model.eval() compiled_model = NeuCodecOnnxDecoder.from_pretrained("neuphonic/neucodec-onnx-decoder-int8") y, sr = torchaudio.load(librosa.ex("libri1")) if sr != 16_000: y = T.Resample(sr, 16_000)(y)[None, ...] # (B, 1, T_16) with torch.no_grad(): fsq_codes = model.encode_code(y) # fsq_codes = model.encode_code(librosa.ex("libri1")) # or directly pass your filepath! print(f"Codes shape: {fsq_codes.shape}") recon = compiled_model.decode_code(fsq_codes) # (B, 1, T_24) sf.write("reconstructed.wav", recon, 24_000) ```

Source context: 52 downloads · 0 likes · Pipeline audio-to-audio · Repo aoiandroid/neuphonic-neucodec-onnx-decoder-int8-mirror

Source context: 1 downloads · 0 likes · Pipeline audio-to-audio · Repo aoiandroid/neuphonic-neucodec-onnx-decoder-int8-mirror