Modelpublic

Lokesh2482/whisper-large-v3-cs-lora

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face

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Model Card

language:

—hi
—en
—bn
—mr
—ta
—te
—kn
—ml license: apache-2.0 base_model: openai/whisper-large-v3 tags:
—whisper
—speech-recognition
—code-switching
—multilingual
—lora
—peft ---

Whisper Large-v3 LoRA Fine-tuned for Code-Switching

This model is a LoRA fine-tuned version of openai/whisper-large-v3 for code-switching between English and Indian languages.

Supported Languages

—English, Hindi, Bengali, Marathi, Tamil, Telugu, Kannada, Malayalam

Training

—Base Model: openai/whisper-large-v3
—Method: LoRA (Low-Rank Adaptation) on encoder only
—Dataset: Synthetic code-switching data from FLEURS
—Samples: 10,000 mixed utterances

Usage

See inference examples in the repository.