Scoring Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription

no code implementations • 15 Apr 2024 • Yujia Yan, Zhiyao Duan

The neural semi-Markov Conditional Random Field (semi-CRF) framework has demonstrated promise for event-based piano transcription.

Transcription free filler word detection with Neural semi-CRFs

1 code implementation • 11 Mar 2023 • Ge Zhu, Yujia Yan, Juan-Pablo Caceres, Zhiyao Duan

Non-linguistic filler words, such as "uh" or "um", are prevalent in spontaneous speech and serve as indicators for expressing hesitation or uncertainty.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs

1 code implementation • NeurIPS 2021 • Yujia Yan, Frank Cwitkowitz, Zhiyao Duan

When formulating piano transcription in this way, we eliminate the need to rely on disjoint frame-level estimates for different stages of a note event.

Multi-Task Learning