Yu Tsao

Automatic Detection of Speech Under Cold Using Discriminative Autoencoders and Strength Modeling with Multiple Sub-Dictionary Generation

2018

In this paper we aim to tackle the Cold sub-challenge proposed in the INTERSPEECH 2017 ComParE Challenge. The goal is to determine whether given speech is under cold condition. In this paper we present two …

Hierarchical Cross-Modality Knowledge Transfer with Sinkhorn Attention for CTC-based ASR

2023 · arXiv (Cornell University)

Due to the modality discrepancy between textual and acoustic modeling, efficiently transferring linguistic knowledge from a pretrained language model (PLM) to acoustic encoding for automatic speech recognition (ASR) still remains a challenging task. In this …

Voice conversion from non-parallel corpora using variational auto-encoder

2016

We propose a flexible framework for spectral conversion (SC) that facilitates training with unaligned corpora. Many SC frameworks require parallel corpora, phonetic alignments, or explicit frame-wise correspondence for learning conversion functions or for synthesizing a …