Presto! Distilling Steps and Layers for Accelerating Music Generation
Zachary Novack, Ge Zhu, Jonah Casebeer, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan. International Conference on Learning Representations 2025
Selected Publications
Cacophony: An Improved Contrastive Audio-Text Model
Ge Zhu, Jordan Darefsky, Zhiyao Duan. IEEE/ACM Transactions on Audio, Speech, and Language Processing
MusicHiFi: Fast High-Fidelity Stereo Vocoding
Ge Zhu, Juan-Pablo Caceres, Zhiyao Duan, Nicholas J Bryan. IEEE Signal Processing Letters
EDMSound: Spectrogram Based Diffusion Models for Efficient and High-Quality Audio Synthesis
Ge Zhu, Yutong Wen, Marc-André Carbonneau, Zhiyao Duan. NeurIPS 2023 ML4Audio Workshop
Transcription Free Filler Word Detection with Neural semi-CRFs
Ge Zhu, Yujia Yan, Juan-Pablo Caceres, Zhiyao Duan. ICASSP 2023
Music Source Separation with Generative Flow
Ge Zhu, Jordan Darefsky, Fei Jiang, Anton Selitskiy, Zhiyao Duan. IEEE Signal Processing Letters
Filler Word Detection and Classification: A Dataset and Benchmark
Ge Zhu, Juan-Pablo Caceres, Justin Salamon. Interspeech 2022
A Study of the Robustness of Raw Waveform Based Speaker Embeddings Under Mismatched Conditions
Ge Zhu, Frank Cwitkowitz, Zhiyao Duan. ICASSP 2022
Y-Vector: Multiscale Waveform Encoder for Speaker Embedding
Ge Zhu, Fei Jiang, Zhiyao Duan. Interspeech 2021