Upload wav2vec2-base-960h ONNX model
Browse files- README.md +49 -0
- model.onnx +3 -0
- vocab.json +34 -0
README.md
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---
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library_name: onnx
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tags:
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- wav2vec2
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- speech-to-text
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- automatic-speech-recognition
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- ctc
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- audio
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- onnx
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- inference4j
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license: mit
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pipeline_tag: automatic-speech-recognition
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---
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# Wav2Vec2 Base 960h — ONNX
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ONNX export of [wav2vec2-base-960h](https://huggingface.co/Xenova/wav2vec2-base-960h), a Wav2Vec2 model fine-tuned on 960 hours of LibriSpeech for automatic speech recognition using CTC decoding.
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Mirrored for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.
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## Original Source
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- **Repository:** [Xenova (originally facebook/wav2vec2-base-960h)](https://huggingface.co/Xenova/wav2vec2-base-960h)
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- **License:** mit
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## Usage with inference4j
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```java
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try (Wav2Vec2 model = Wav2Vec2.fromPretrained("models/wav2vec2-base-960h")) {
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Transcription result = model.transcribe(Path.of("audio.wav"));
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System.out.println(result.text());
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}
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```
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## Model Details
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| Property | Value |
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|----------|-------|
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| Architecture | Wav2Vec2 Base (12 transformer layers) |
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| Task | Automatic speech recognition (CTC decoding) |
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| Training data | LibriSpeech 960h |
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| Input | 16kHz mono audio (float32 waveform) |
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| Output | CTC logits → greedy-decoded text |
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| Original framework | PyTorch (HuggingFace Transformers) |
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| ONNX export | By Xenova (Transformers.js) |
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## License
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This model is licensed under the [MIT License](https://opensource.org/licenses/MIT). Original model by [Facebook AI](https://huggingface.co/facebook/wav2vec2-base-960h), ONNX export by [Xenova](https://huggingface.co/Xenova).
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:e46614273f03ff4b87923a965e417fa72004825522cb007c9c25633b8475490d
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size 377887594
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vocab.json
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{
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"'": 27,
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"</s>": 2,
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"<pad>": 0,
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"<s>": 1,
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"<unk>": 3,
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"A": 7,
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"B": 24,
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"C": 19,
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"D": 14,
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"E": 5,
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"F": 20,
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"G": 21,
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"H": 11,
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"I": 10,
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"J": 29,
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"K": 26,
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"L": 15,
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"M": 17,
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"N": 9,
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"O": 8,
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"P": 23,
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"Q": 30,
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"R": 13,
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"S": 12,
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"T": 6,
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"U": 16,
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"V": 25,
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"W": 18,
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"X": 28,
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"Y": 22,
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"Z": 31,
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"|": 4
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}
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