Push model using huggingface_hub.
Browse files- README.md +1 -23
- config.json +11 -0
- model.safetensors +3 -0
README.md
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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license: bsd-3-clause
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language:
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- en
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metrics:
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- accuracy
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base_model:
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- microsoft/wavlm-large
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pipeline_tag: audio-classification
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---
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# Whisper-Large v3 for Narrow Accent Classification
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# Model Description
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This model includes the implementation of narrow accent classification described in Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits (https://arxiv.org/pdf/2505.14648)
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The included English accents are:
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<pre>
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[
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'East Asia', 'English', 'Germanic', 'Irish',
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'North America', 'Northern Irish', 'Oceania',
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'Other', 'Romance', 'Scottish', 'Semitic', 'Slavic',
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'South African', 'Southeast Asia', 'South Asia', 'Welsh'
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]
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</pre>
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- Library: https://github.com/tiantiaf0627/vox-profile-release
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- Docs: [More Information Needed]
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tags:
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- model_hub_mixin
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- pytorch_model_hub_mixin
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---
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- Library: https://github.com/tiantiaf0627/vox-profile-release
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- Docs: [More Information Needed]
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config.json
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{
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"apply_gradient_reversal": false,
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"finetune_method": "lora",
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"freeze_params": true,
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"hidden_dim": 256,
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"lora_rank": 16,
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"num_dataset": 3,
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"output_class_num": 16,
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"pretrain_model": "whisper_large",
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"use_conv_output": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4b2a7ac878e3b134ee597f40f9c03b245c938718745dc9d20c031b20d6a3f6a
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size 6184697900
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