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Chuan-Che Jeff Huang

3 accepted papers

2025

Toward noise-robust whisper keyword spotting on headphones with in-earcup microphone and curriculum learning

ICASSP 2025accepted

The expanding feature set of modern headphones puts a challenge on the design of their control interface. Users may want to separately control each feature or quickly switch between modes that activate different features. Traditional approach of physical buttons may no longer be feasible when the fe…

Cited by 0SourceScholar
2024

"It os Okay to be Uncommon": Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support

ICASSP 2024accepted

If our noise-canceling headphones can understand our audio environments, they can then inform us of important sound events, tune equalization based on the types of content we listen to, and dynamically adjust noise cancellation parameters based on audio scenes to further reduce distraction. However,…

Cited by 0SourceScholar
2023

HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones

ICASSP 2023accepted

Modern noise-cancelling headphones have significantly improved users’ auditory experiences by removing unwanted background noise, but they can also block out sounds that matter to users. Machine learning (ML) models for sound event detection (SED) and speaker identification (SID) can enable headphon…

Cited by 0SourceScholar