† Research mentorship
Selected Publications
Domain
Paradigm
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech
A style-captioned TTS dataset and framework enabling controllable, style-aware text-to-speech for downstream applications.
Dataset IEEE Transactions on Audio, Speech and Language Processing (TASLP) | 2026
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech
A style-captioned TTS dataset and framework enabling controllable, style-aware text-to-speech for downstream applications.
Dataset IEEE Transactions on Audio, Speech and Language Processing (TASLP) | 2026
Summary of The Inaugural Music Source Restoration Challenge
A summary of the inaugural Music Source Restoration Challenge, covering tasks, data, baselines, and key findings.
Challenge IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2026
Summary of The Inaugural Music Source Restoration Challenge
A summary of the inaugural Music Source Restoration Challenge, covering tasks, data, baselines, and key findings.
Challenge IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2026
SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction Through a Cascaded Generative Pipeline
A cascaded generative pipeline for target speech extraction that improves intelligibility and perceptual quality.
IEEE Transactions on Audio, Speech and Language Processing (TASLP) | 2026
SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction Through a Cascaded Generative Pipeline
A cascaded generative pipeline for target speech extraction that improves intelligibility and perceptual quality.
IEEE Transactions on Audio, Speech and Language Processing (TASLP) | 2026
FlexSED: Towards Open-Vocabulary Sound Event Detection
An open-vocabulary sound event detection approach that generalizes to unseen classes via flexible text-conditioned modeling.
Spotlight IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2025
FlexSED: Towards Open-Vocabulary Sound Event Detection
An open-vocabulary sound event detection approach that generalizes to unseen classes via flexible text-conditioned modeling.
Spotlight IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2025
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
An efficient diffusion transformer that improves text-to-audio generation quality while reducing compute.
Oral Interspeech | 2025
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
An efficient diffusion transformer that improves text-to-audio generation quality while reducing compute.
Oral Interspeech | 2025
SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering
A text-to-audio diffusion ControlNet augmentation pipeline with sample filtering to improve sound event detection.
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2025
SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering
A text-to-audio diffusion ControlNet augmentation pipeline with sample filtering to improve sound event detection.
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2025
SoloAudio: Target Sound Extraction with Language-Oriented Audio Diffusion Transformer
A language-conditioned audio diffusion transformer for target sound extraction from mixtures.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2025
SoloAudio: Target Sound Extraction with Language-Oriented Audio Diffusion Transformer
A language-conditioned audio diffusion transformer for target sound extraction from mixtures.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2025
DreamVoice: Text-Guided Voice Conversion
Text-guided voice conversion that follows natural-language prompts to control voice attributes and speaking style.
Dataset Interspeech | 2024
DreamVoice: Text-Guided Voice Conversion
Text-guided voice conversion that follows natural-language prompts to control voice attributes and speaking style.
Dataset Interspeech | 2024
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction
A diffusion probabilistic model for target sound extraction that separates a desired source from audio mixtures.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2024
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction
A diffusion probabilistic model for target sound extraction that separates a desired source from audio mixtures.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 2024
Diff-Pitcher: Diffusion-based Singing Voice Pitch Correction
A diffusion-based method for singing voice pitch correction that adjusts pitch while preserving timbre and expression.
Oral IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2023
Diff-Pitcher: Diffusion-based Singing Voice Pitch Correction
A diffusion-based method for singing voice pitch correction that adjusts pitch while preserving timbre and expression.
Oral IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | 2023
Boosting Modality Representation with Pre-trained Models and Multi-task Training for Multimodal Sentiment Analysis
Multi-task training with pre-trained modality encoders to learn stronger multimodal representations for sentiment analysis.
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) | 2023
Boosting Modality Representation with Pre-trained Models and Multi-task Training for Multimodal Sentiment Analysis
Multi-task training with pre-trained modality encoders to learn stronger multimodal representations for sentiment analysis.
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) | 2023