4 papers
EMG-to-Speech with Fewer Channels
Injune Hwang, Jaejun Lee, Kyogu Lee
Surface electromyography (EMG) is a promising modality for silent speech interfaces, but its effectiveness depends heavily on sensor placement and channel availability. In this wor…
Hear Your Face: Face-based voice conversion with F0 estimation
Jaejun Lee, Yoori Oh, Injune Hwang +1
This paper delves into the emerging field of face-based voice conversion, leveraging the unique relationship between an individual's facial features and their vocal characteristics…
Removing Speaker Information from Speech Representation using Variable-Length Soft Pooling
Injune Hwang, Kyogu Lee
Recently, there have been efforts to encode the linguistic information of speech using a self-supervised framework for speech synthesis. However, predicting representations from su…
Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations
Jaeyeon Kim, Injune Hwang, Kyogu Lee
We propose a framework to learn semantics from raw audio signals using two types of representations, encoding contextual and phonetic information respectively. Specifically, we int…