4 papers
A Distribution Matching Approach to Neural Piano Transcription with Optimal Transport
Weixing Wei, Raynaldi Lalang, Dichucheng Li +1
This paper describes a novel paradigm that formalizes automatic piano transcription (APT) as an optimal transport (OT) problem, not as a frame-level multi-label binary classificati…
ABC-Eval: Benchmarking Large Language Models on Symbolic Music Understanding and Instruction Following
Jiahao Zhao, Yunjia Li, Wei Li +1
As large language models continue to develop, the feasibility and significance of text-based symbolic music tasks have become increasingly prominent. While symbolic music has been…
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…
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…