3 papers
cs.SD2026
Beyond Dry References: Learning Relative Audio Effects Representations via Contrastive Distance Learning
Xinlu Liu, Huibin Lin, Weixing Wei +1
Audio effects (Fx) representation learning plays a key role in intelligent music production, including automatic mixing and Fx style transfer. Existing methods typically rely on dr…
cs.SD2025
Efficient Transformer-Based Piano Transcription With Sparse Attention Mechanisms
Weixing Wei, Kazuyoshi Yoshii
This paper investigates automatic piano transcription based on computationally-efficient yet high-performant variants of the Transformer that can capture longer-term dependency ove…
cs.SD2025
Streaming Piano Transcription Based on Consistent Onset and Offset Decoding with Sustain Pedal Detection
Weixing Wei, Jiahao Zhao, Yulun Wu +1
This paper describes a streaming audio-to-MIDI piano transcription approach that aims to sequentially translate a music signal into a sequence of note onset and offset events. The…