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--- |
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language: id |
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license: apache-2.0 |
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tags: |
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- icefall |
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- sherpa-ncnn |
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- phoneme-recognition |
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- automatic-speech-recognition |
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datasets: |
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- mozilla-foundation/common_voice_13_0 |
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- indonesian-nlp/librivox-indonesia |
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- google/fleurs |
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--- |
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# Sherpa-ncnn Pruned Stateless Zipformer RNN-T Streaming ID |
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Sherpa-ncnn Pruned Stateless Zipformer RNN-T Streaming ID is an automatic speech recognition model trained on the following datasets: |
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- [Common Voice ID](https://huggingface.co/datasets/mozilla-foundation/common_voice_13_0) |
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- [LibriVox Indonesia](https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia) |
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- [FLEURS ID](https://huggingface.co/datasets/google/fleurs) |
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Instead of being trained to predict sequences of words, this model was trained to predict sequence of phonemes, e.g. `['p', 'ə', 'r', 'b', 'u', 'a', 't', 'a', 'n', 'ɲ', 'a']`. Therefore, the model's [vocabulary](https://huggingface.co/bookbot/pruned-transducer-stateless7-streaming-id/blob/main/data/lang_phone/tokens.txt) contains the different IPA phonemes found in [g2p ID](https://github.com/bookbot-kids/g2p_id). |
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This model was converted from the TorchScript version of [Pruned Stateless Zipformer RNN-T Streaming ID](https://huggingface.co/bookbot/pruned-transducer-stateless7-streaming-id) to ncnn 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-ncnn-zipformer.html) for conversion to ncnn, which includes installation of `csukuangfj`'s [ncnn](https://github.com/csukuangfj/ncnn) fork. |
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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-ncnn](https://github.com/k2-fsa/sherpa-ncnn) |
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- [ncnn](https://github.com/csukuangfj/ncnn) |
