Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9053730 ◽

2020 ◽

Author(s):

Mostafa Sadeghi ◽

Xavier Alameda-Pineda

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2021.3066038 ◽

2021 ◽

pp. 1-1

Author(s):

Mostafa Sadeghi ◽

Xavier Alameda-Pineda

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

Audio-Visual Speech Enhancement Method Conditioned in the Lip Motion and Speaker-Discriminative Embeddings

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9414133 ◽

2021 ◽

Author(s):

Koichiro Ito ◽

Masaaki Yamamoto ◽

Kenji Nagamatsu

Keyword(s):

Speech Enhancement ◽

Visual Speech ◽

Enhancement Method

Download Full-text

Audio-visual speech enhancement with AVCDCN (audio-visual codebook dependent cepstral normalization)

Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002 ◽

10.1109/sam.2002.1191001 ◽

2003 ◽

Cited By ~ 8

Author(s):

S. Deligne ◽

G. Potamianos ◽

C. Neti

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

On Training Targets and Objective Functions for Deep-learning-based Audio-visual Speech Enhancement

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682790 ◽

2019 ◽

Cited By ~ 5

Author(s):

Daniel Michelsanti ◽

Zheng-Hua Tan ◽

Sigurdur Sigurdsson ◽

Jesper Jensen

Keyword(s):

Deep Learning ◽

Speech Enhancement ◽

Visual Speech ◽

Objective Functions

Download Full-text

Continuous visual speech recognition for audio speech enhancement

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2015.7178370 ◽

2015 ◽

Cited By ~ 1

Author(s):

Eric Benhaim ◽

Hichem Sahbi ◽

Guillaume Vittey

Keyword(s):

Speech Recognition ◽

Speech Enhancement ◽

Visual Speech ◽

Visual Speech Recognition

Download Full-text

The Conversation: Deep Audio-Visual Speech Enhancement

10.21437/interspeech.2018-1400 ◽

2018 ◽

Cited By ~ 46

Author(s):

Triantafyllos Afouras ◽

Joon Son Chung ◽

Andrew Zisserman

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2020.3000593 ◽

2020 ◽

Vol 28 ◽

pp. 1788-1800 ◽

Cited By ~ 1

Author(s):

Mostafa Sadeghi ◽

Simon Leglaive ◽

Xavier Alameda-Pineda ◽

Laurent Girin ◽

Radu Horaud

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

Using twin-HMM-based audio-visual speech enhancement as a front-end for robust audio-visual speech recognition

10.21437/interspeech.2013-257 ◽

2013 ◽

Author(s):

Ahmed Hussen Abdelaziz ◽

Steffen Zeiler ◽

Dorothea Kolossa

Keyword(s):

Speech Recognition ◽

Speech Enhancement ◽

Visual Speech ◽

Front End ◽

Visual Speech Recognition

Download Full-text

Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9414097 ◽

2021 ◽

Author(s):

Mostafa Sadeghi ◽

Xavier Alameda-Pineda

Keyword(s):

Speech Enhancement ◽

Visual Speech

Download Full-text

Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-modality Speech Recognition

2020 IEEE Winter Conference on Applications of Computer Vision (WACV) ◽

10.1109/wacv45572.2020.9093314 ◽

2020 ◽

Author(s):

Bo Xu ◽

Jacob Wang ◽

Cheng Lu ◽

Yandong Guo

Keyword(s):

Speech Recognition ◽

Speech Enhancement ◽

Visual Speech

Download Full-text