3 papers
cs.SD2026
Advancing Multi-Instrument Music Transcription: Results from the 2025 AMT Challenge
Ojas Chaturvedi, Kayshav Bhardwaj, Tanay Gondil +5
This paper presents the results of the 2025 Automatic Music Transcription (AMT) Challenge, an online competition to benchmark progress in multi-instrument transcription. Eight team…
cs.SD2024
Scoring Time Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription
Yujia Yan, Zhiyao Duan
The neural semi-Markov Conditional Random Field (semi-CRF) framework has demonstrated promise for event-based piano transcription. In this framework, all events (notes or pedals) a…
eess.AS2023
Transcription free filler word detection with Neural semi-CRFs
Ge Zhu, Yujia Yan, Juan-Pablo Caceres +1
Non-linguistic filler words, such as "uh" or "um", are prevalent in spontaneous speech and serve as indicators for expressing hesitation or uncertainty. Previous works for detectin…