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balaji1312/
whisper-base-myst-gclora

Name: whisper-base-myst-gclora
Availability: InStock

transformers

safetensors

whisper

automatic-speech-recognition

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Whisper-base MyST (GC-LoRA)

Whisper-base 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-base.en
Method: GC-LoRA adapter on the encoder attention output projections (rank 8, kernel 31, scaling 16)
MyST test WER: 12.2%
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

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},
}

balaji1312/whisper-base-myst-gclora

Whisper-base MyST (GC-LoRA)

Usage

Citation

balaji1312/
whisper-base-myst-gclora