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Manjunath K E

2 accepted papers

2026

REDUCING PROMPT SENSITIVITY IN LLM-BASED SPEECH RECOGNITION THROUGH LEARNABLE PROJECTION

ICASSP 2026oral

LLM-based automatic speech recognition (ASR), a well-established approach, connects speech foundation models to large language models (LLMs) through a speech-to-LLM projector, yielding promising results. A common design choice in these architectures is the use of a fixed, manually defined prompt dur…

Cited by 0SourcePDFScholar
2025

XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models

ICASSP 2025accepted

Self-supervised pretrained models exhibit competitive performance in automatic speech recognition (ASR) on finetuning, even with limited in-domain supervised data. However, popular pretrained models are not suitable for streaming ASR because they are trained with full attention context. In this pape…

Cited by 0SourceScholar