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Whisper Largev3 Myst Gclora

Whisper-large-v3 adapted to the MyST dataset with GC-LoRA (Gated Convolutional LoRA), from the paper "GC-LoRA: Gated Convolutional LoRA for Parameter-Efficient Acoustic Adaptation" (Interspeech 2026).

Fontehuggingface.co/balaji1312/whisper-largev3-myst-gclora/tree/31b2246da5f36f926921daf7e6a0b4b63f241eb8
TipoOtherVersãoRevision 31b2246Publicador@balaji1312Cnota

Fonte do modelo

Tipo
Other
Tamanho do arquivo
1,10–4,65 GB
Versão
vRevision 31b2246
Atualizado
21 de out. de 2026
Publicador
@balaji1312
Downloads
5
Fonte
Hugging Face

Descrição da fonte

Whisper-large-v3 MyST (GC-LoRA)

Whisper-large-v3 adapted to the MyST dataset with GC-LoRA (Gated Convolutional LoRA), from the paper "GC-LoRA: Gated Convolutional LoRA for Parameter-Efficient Acoustic Adaptation" (Interspeech 2026).

  • Base model: openai/whisper-large-v3
  • Method: GC-LoRA adapter on the encoder attention output projections (rank 8, kernel 31, scaling 16)
  • MyST test WER: 8.7%
  • Code: https://github.com/balaji1312/gc_lora

Usage

The checkpoint bundles the frozen Whisper backbone together with the trained GC-LoRA adapter. Loading requires the custom modeling code in the gc_lora repository; see src/bin/decode_asr.py there for loading and decoding.

Citation

@inproceedings{shankar2026gclora,
  author    = {Shankar, Natarajan Balaji and Wang, Zilai and Zhang, Kaiyuan and Shi, Mohan and Alwan, Abeer},
  title     = {{GC-LoRA}: Gated Convolutional {LoRA} for Parameter-Efficient Acoustic Adaptation},
  booktitle = {Interspeech 2026},
  year      = {2026},
}

Fontes

1 fonte
Hugging FacePrimárioVersão 31b2246da5f36f926921daf7e6a0b4b63f241eb8
huggingface.co/balaji1312/whisper-largev3-myst-gclora/tree/31b2246da5f36f926921daf7e6a0b4b63f241eb8

Verificado 21 de out.

Artefatos de modelo

2 artefatos

model-00001-of-00002.safetensors

safetensors · 4,65 GB · SHA-256 7160b0cda84e…56b2 · Hugging Face

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model-00002-of-00002.safetensors

safetensors · 1,10 GB · SHA-256 630ca7746728…69a9 · Hugging Face

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Trechos de fonte

3 trechos
Readme11 de jul.huggingface.co/balaji1312/whisper-largev3-myst-gclora

--- license: apache-2.0 language: en library_name: transformers pipeline_tag: automatic-speech-recognition tags: - whisper - automatic-speech-recognition - peft - lora - gc-lora - myst --- # Whisper-large-v3 MyST (GC-LoRA) Whisper-large-v3 adapted to the **MyST** dataset with **GC-LoRA** (Gated Convolutional LoRA), from the paper *"GC-LoRA: Gated Convolutional LoRA for Parameter-Efficient Acoustic Adaptation"* (Interspeech 2026). - **Base model:** `openai/whisper-large-v3` - **Method:** GC-LoRA adapter on the encoder attention output projections (rank 8, kernel 31, scaling 16) - **MyST test WER:** **8.7%** - **Code:** https://github.com/balaji1312/gc_lora ## Usage The checkpoint bundles the frozen Whisper backbone together with the trained GC-LoRA adapter. Loading requires the custom modeling code in the [gc_lora repository](https://github.com/balaji1312/gc_lora); see `src/bin/decode_asr.py` there for loading and decoding. ## Citation ```bibtex @inproceedings{shankar2026gclora, author = {Shankar, Natarajan Balaji and Wang, Zilai and Zhang, Kaiyuan and Shi, Mohan and Alwan, Abeer}, title = {{GC-LoRA}: Gated Convolutional {LoRA} for Parameter-Efficient Acoustic Adaptation}, booktitle = {Interspeech 2026}, year = {2026}, } ```

Note21 de out.huggingface.co/balaji1312/whisper-largev3-myst-gclora

Source context: 5 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo balaji1312/whisper-largev3-myst-gclora

Note5 de ago.huggingface.co/balaji1312/whisper-largev3-myst-gclora

Source context: 4 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo balaji1312/whisper-largev3-myst-gclora