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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.SD2025
VioPTT: Violin Technique-Aware Transcription from Synthetic Data Augmentation
Ting-Kang Wang, Yueh-Po Peng, Li Su +1
While automatic music transcription is well-established in music information retrieval, most models are limited to transcribing pitch and timing information from audio, and thus om…
cs.SD2025
Is Transfer Learning Necessary for Violin Transcription?
Yueh-Po Peng, Ting-Kang Wang, Li Su +1
Automatic music transcription (AMT) has achieved remarkable progress for instruments such as the piano, largely due to the availability of large-scale, high-quality datasets. In co…