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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)
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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)
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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)
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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
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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)
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6
Dvoice : An open source dataset for Automatic Speech Recognition on African Languages and Dialects ...
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7
Dvoice : An open source dataset for Automatic Speech Recognition on African Languages and Dialects ...
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8
ASR training dataset for Croatian ParlaSpeech-HR v1.0
Ljubešić, Nikola; Koržinek, Danijel; Rupnik, Peter. - : Jožef Stefan Institute, 2022
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9
Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
Zhang, Minyue; Chen, Yu; Lin, Yi. - : ASHA journals, 2022
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10
Review on multichannel emotion perception in ASD (Zhang et al., 2022) ...
Zhang, Minyue; Chen, Yu; Lin, Yi. - : ASHA journals, 2022
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11
Towards a Perceptual Model for Estimating the Quality of Visual Speech ...
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12
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ...
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13
Expression-preserving face frontalization improves visually assisted speech processing ...
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14
Freeform Body Motion Generation from Speech ...
Xu, Jing; Zhang, Wei; Bai, Yalong. - : arXiv, 2022
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15
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ...
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Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ...
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17
Interactions Among Reverberation, WDRC, and WM (Reinhart & Souza, 2016) ...
Reinhart, Paul N.; Souza, Pamela E.. - : ASHA journals, 2022
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18
Robust speech recognition for low-resource languages ...
Romanenko, Aleksei. - : Universität Ulm, 2022
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19
Effects of Spatial Speech Presentation on Listener Response Strategy for Talker-Identification ...
Uhrig, Stefan; Perkis, Andrew; Möller, Sebastian. - : Technische Universität Berlin, 2022
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20
Detection and Recognition of Asynchronous Auditory/Visual Speech: Effects of Age, Hearing Loss, and Talker Accent ...
Gordon-Salant, Sandra; Schwartz, Maya; Oppler, Kelsey. - : Digital Repository at the University of Maryland, 2022
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