Yuchen Hu

Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR

2023 · IEEE/ACM Transactions on Audio Speech and Language Processing

Automatic speech recognition (ASR) has gained remarkable successes thanks to recent advances of deep learning, but it usually degrades significantly under real-world noisy conditions. Recent works introduce speech enhancement (SE) as front-end to improve speech …

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

2024 · arXiv (Cornell University)

Recent studies have successfully shown that large language models (LLMs) can be successfully used for generative error correction (GER) on top of the automatic speech recognition (ASR) output. Specifically, an LLM is utilized to carry …

SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection

2024 · arXiv (Cornell University)

Image-based Pose-Agnostic 3D Anomaly Detection is an important task that has emerged in industrial quality control. This task seeks to find anomalies from query images of a tested object given a set of reference images …