Publications

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen

Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation

Ke Chen, Jiaqi Su, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Zeyu Jin

DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

(Oral, top 1.5%)

MusicHiFi: Fast High-Fidelity Stereo Vocoding

Ge Zhu, Juan-Pablo Caceres, Zhiyao Duan, Nicholas J. Bryan

Music ControlNet: Multiple Time-varying Controls for Music Generation

Shih-Lu Wu, Chris Donahue, Shinji Watanabe, Nicholas J. Bryan

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Evuru, S. Ramaneswaran, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

MDX-GAN: Enhancing Perceptual Quality in Multi-Class Source Separation Via Adversarial Training

Ke Chen, Jiaqi Su, Zeyu Jin

GR0: Self-Supervised Global Representation Learning for Zero-Shot Voice Conversion

Yunyun Wang, Jiaqi Su, Adam Finkelstein, Zeyu Jin

Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries

Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto

Efficient Spoken Language Recognition Via Multilabel Classification

Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon