Haolong Zheng
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
Audio and Speech Processing×2NLP×1
Frequent co-authors
Research Timeline
2026
SALSA: Speech Aware LLM Adaptation via Learned Steering Activation Vectors
SALSA is a lightweight adaptation method that learns layer-wise steering vectors to significantly improve the performance of speech-aware LLMs on out-of-domain speech tasks.
GigaSpeechBench: A Real-World Multilingual Speech-to-Text Benchmark
The paper introduces GigaSpeechBench, a comprehensive multilingual and multidimensional ASR & AST benchmark with 680 hours of human-annotated speech, featuring 12 low-resource languages, 6 Chinese dialects, 6 English accents, dense terminology, older adult and child speech, and human-annotated translations.
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