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cs.SD2026
Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion
Wei-Han Hsu, Chih-Cheng Chang, Bo-Yu Chen +2
Automatic Drum Transcription (ADT) is commonly formulated as a direct mapping from a music mixture to symbolic drum events. While effective for transcription, this formulation disc…
cs.SD2025
Enhancing Automatic Chord Recognition through LLM Chain-of-Thought Reasoning
Chih-Cheng Chang, Bo-Yu Chen, Lu-Rong Chen +1
Music Information Retrieval (MIR) encompasses a broad range of computational techniques for analyzing and understanding musical content, with recent deep learning advances driving…
cs.SD2024
BEAST: Online Joint Beat and Downbeat Tracking Based on Streaming Transformer
Chih-Cheng Chang, Li Su
Many deep learning models have achieved dominant performance on the offline beat tracking task. However, online beat tracking, in which only the past and present input features are…