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cs.SD2025
Index-ASR Technical Report
Zheshu Song, Lu Wang, Wei Deng +3
Automatic speech recognition (ASR) has witnessed remarkable progress in recent years, largely driven by the emergence of LLM-based ASR paradigm. Despite their strong performance on…
cs.SD2025
AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
Lu Wang, Hao Chen, Siyu Wu +5
Multimodal Large Language Models (MLLMs) have been widely applied in speech and music. This tendency has led to a focus on audio tokenization for Large Models (LMs). Unlike semanti…
cs.SD2024★ 2 cited
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation
Ziya Zhou, Yuhang Wu, Zhiyue Wu +7
Symbolic Music, akin to language, can be encoded in discrete symbols. Recent research has extended the application of large language models (LLMs) such as GPT-4 and Llama2 to the s…