A Whisper-large-v3 encoder with a linear projector and LoRA-tuned Gemma3-12B decoder achieves 16.63% average WER/CER on the MLC-SLM 2025 private test set.
We also acknowledge the computational re- sources provided by the Institute for Infocomm Research (I2R), A∗STAR, Singapore, which made this research pos- sible
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Qwen vs. Gemma Integration with Whisper: A Comparative Study in Multilingual SpeechLLM Systems
A Whisper-large-v3 encoder with a linear projector and LoRA-tuned Gemma3-12B decoder achieves 16.63% average WER/CER on the MLC-SLM 2025 private test set.