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Sync widgets demo
Browse files
packages/tasks/src/audio-classification/about.md
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## Solving audio classification for your own data
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We have some great news! You can do fine-tuning (transfer learning) to train a well-performing model without requiring as much data. Pretrained models such as Wav2Vec2 and HuBERT exist. [Facebook's Wav2Vec2 XLS-R model](https://
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## Useful Resources
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### Documentation
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- [Audio classification task guide](https://huggingface.co/docs/transformers/tasks/audio_classification)
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## Solving audio classification for your own data
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We have some great news! You can do fine-tuning (transfer learning) to train a well-performing model without requiring as much data. Pretrained models such as Wav2Vec2 and HuBERT exist. [Facebook's Wav2Vec2 XLS-R model](https://huggingface.co/docs/transformers/model_doc/xlsr_wav2vec2) is a large multilingual model trained on 128 languages and with 436K hours of speech. Similarly, you can also use [OpenAI's Whisper](https://huggingface.co/docs/transformers/model_doc/whisper) trained on up to 4 Million hours of multilingual speech data for this task too!
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## Useful Resources
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### Documentation
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- [Hugging Face Audio Course](https://huggingface.co/learn/audio-course/chapter4/introduction)
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- [Audio classification task guide](https://huggingface.co/docs/transformers/tasks/audio_classification)
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packages/tasks/src/audio-classification/data.ts
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],
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spaces: [
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{
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description: "An application that can
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id: "
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},
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],
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summary:
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],
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spaces: [
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{
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description: "An application that can classify music into different genre.",
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id: "kurianbenoy/audioclassification",
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},
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],
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summary:
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