1 |
Using Automatic Speech Recognition to Optimize Hearing-Aid Time Constants
|
|
|
|
In: ISSN: 1662-4548 ; EISSN: 1662-453X ; Frontiers in Neuroscience ; https://hal.archives-ouvertes.fr/hal-03627441 ; Frontiers in Neuroscience, Frontiers, 2022, 16 (779062), ⟨10.3389/fnins.2022.779062⟩ ; https://www.frontiersin.org/articles/10.3389/fnins.2022.779062/full (2022)
|
|
BASE
|
|
Show details
|
|
2 |
RETRIEVING SPEAKER INFORMATION FROM PERSONALIZED ACOUSTIC MODELS FOR SPEECH RECOGNITION
|
|
|
|
In: IEEE ICASSP 2022 ; https://hal.archives-ouvertes.fr/hal-03539741 ; IEEE ICASSP 2022, 2022, Singapour, Singapore (2022)
|
|
BASE
|
|
Show details
|
|
3 |
Emotional Speech Recognition Using Deep Neural Networks
|
|
|
|
In: ISSN: 1424-8220 ; Sensors ; https://hal.archives-ouvertes.fr/hal-03632853 ; Sensors, MDPI, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩ (2022)
|
|
BASE
|
|
Show details
|
|
4 |
The Impact of Removing Head Movements on Audio-visual Speech Enhancement
|
|
|
|
In: ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.inria.fr/hal-03551610 ; ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, May 2022, Singapore, Singapore. pp.1-5 (2022)
|
|
Abstract:
International audience ; This paper investigates the impact of head movements on audiovisual speech enhancement (AVSE). Although being a common conversational feature, head movements have been ignored by past and recent studies: they challenge today's learning-based methods as they often degrade the performance of models that are trained on clean, frontal, and steady face images. To alleviate this problem, we propose to use robust face frontalization (RFF) in combination with an AVSE method based on a variational auto-encoder (VAE) model. We briefly describe the basic ingredients of the proposed pipeline and we perform experiments with a recently released audiovisual dataset. In the light of these experiments, and based on three standard metrics, namely STOI, PESQ and SI-SDR, we conclude that RFF improves the performance of AVSE by a considerable margin.
|
|
Keyword:
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; Audio-visual speech enhancement; face frontalization; variational auto-encoder
|
|
URL: https://hal.inria.fr/hal-03551610 https://hal.inria.fr/hal-03551610v2/file/Kang-ICASSP22-CR.pdf https://hal.inria.fr/hal-03551610v2/document
|
|
BASE
|
|
Hide details
|
|
5 |
Fine-tuning pre-trained models for Automatic Speech Recognition: experiments on a fieldwork corpus of Japhug (Trans-Himalayan family)
|
|
|
|
In: https://halshs.archives-ouvertes.fr/halshs-03647315 ; 2022 (2022)
|
|
BASE
|
|
Show details
|
|
6 |
Dvoice : An open source dataset for Automatic Speech Recognition on African Languages and Dialects ...
|
|
|
|
BASE
|
|
Show details
|
|
7 |
Dvoice : An open source dataset for Automatic Speech Recognition on African Languages and Dialects ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
|
|
|
|
BASE
|
|
Show details
|
|
10 |
Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Towards a Perceptual Model for Estimating the Quality of Visual Speech ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ...
|
|
|
|
BASE
|
|
Show details
|
|
13 |
Expression-preserving face frontalization improves visually assisted speech processing ...
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ...
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ...
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Interactions Among Reverberation, WDRC, and WM (Reinhart & Souza, 2016) ...
|
|
|
|
BASE
|
|
Show details
|
|
19 |
Effects of Spatial Speech Presentation on Listener Response Strategy for Talker-Identification ...
|
|
|
|
BASE
|
|
Show details
|
|
20 |
Detection and Recognition of Asynchronous Auditory/Visual Speech: Effects of Age, Hearing Loss, and Talker Accent ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|