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--- |
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library_name: speechbrain |
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tags: |
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- audio |
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- intent classification |
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datasets: |
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- fluent_speech_commands_dataset |
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metrics: |
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- wer |
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model-index: |
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- name: Direct SLU |
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results: |
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- task: |
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type: automatic-speech-recognition |
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name: Intent Classification |
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metrics: |
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- type: wer |
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value: 7.0 |
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name: Test Wer |
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--- |
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Speechbrain SLU fine-tuned for Intent Classification |
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--- |
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Model: Direct SLU |
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Encoder: Pre-trained ASR encoder -> LSTM |
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Decoder: GRU + beamsearch |
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Tokens: BPE with unigram |
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Data: fluent_speech_commands_dataset (http://140.112.21.28:9000/fluent.tar.gz) |
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Test wer: 0.07 |