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eess.AS2024
CJST: CTC Compressor based Joint Speech and Text Training for Decoder-Only ASR
Wei Zhou, Junteng Jia, Leda Sari +2
CTC compressor can be an effective approach to integrate audio encoders to decoder-only models, which has gained growing interest for different speech applications. In this work, w…
eess.AS2024★ 6 cited
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
Wonjune Kang, Junteng Jia, Chunyang Wu +8
This work studies the capabilities of a large language model (LLM) to understand paralinguistic aspects of speech without fine-tuning its weights. We utilize an end-to-end system w…