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--- |
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license: apache-2.0 |
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tags: |
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- icefall |
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- phoneme-recognition |
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- automatic-speech-recognition |
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datasets: |
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- bookbot/common_voice_16_1_es |
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- bookbot/slr72_dataset |
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--- |
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# Pruned Stateless Zipformer RNN-T Streaming Robust ES v0 |
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Pruned Stateless Zipformer RNN-T Streaming Robust ES v0 is a Spanish automatic speech recognition model trained on the following datasets: |
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- [Common Voice 23.0 Spanish](https://datacollective.mozillafoundation.org/datasets/cmflnuzw51ddgmwjkxpm9z1lw) |
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- [SLR72 dataset](https://www.openslr.org/72/) |
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Instead of being trained to predict sequences of words, this model was trained to predict sequence of phonemes, e.g. `["w", "ɑ", "ʃ", "i", "ɑ"]`. Therefore, the model's [vocabulary](https://huggingface.co/bookbot/zipformer-streaming-robust-es-v0/blob/main/data/lang_phone/tokens.txt) contains the different IPA phonemes found in [gruut](https://github.com/rhasspy/gruut). |
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This model was converted from the TorchScript version of [Pruned Stateless Zipformer RNN-T Streaming Robust ES](https://huggingface.co/bookbot/zipformer-streaming-robust-es-v0) to ONNX format. |
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## Converting from TorchScript |
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Refer to the [official instructions](https://icefall.readthedocs.io/en/latest/model-export/export-onnx.html#export-the-model-to-onnx) for conversion to ONNX. |
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## Frameworks |
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- [k2](https://github.com/k2-fsa/k2) |
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- [icefall](https://github.com/bookbot-hive/icefall) |
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- [lhotse](https://github.com/bookbot-hive/lhotse) |
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- [sherpa-onnx](https://github.com/k2-fsa/sherpa-onnx) |
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- [onnx](https://github.com/onnx/onnx) |
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- [onnxruntime](https://github.com/microsoft/onnxruntime) |
