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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...286 Hits 1 – 20 of 5.709 1 Using Automatic Speech Recognition to Optimize Hearing-Aid Time Constants Fontan, Lionel; Gonçalves Braz, Libio; Pinquier, Julien... 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 Mdhaffar, Salima; Bonastre, Jean-François; Tommasi, Marc; Tomashenko, Natalia; Estève, Yannick In: IEEE ICASSP 2022 ; https://hal.archives-ouvertes.fr/hal-03539741 ; IEEE ICASSP 2022, 2022, Singapour, Singapore (2022) Abstract: International audience ; The widespread of powerful personal devices capable of collecting voice of their users has opened the opportunity to build speaker adapted speech recognition system (ASR) or to participate to collaborative learning of ASR. In both cases, personalized acoustic models (AM), i.e. fine-tuned AM with specific speaker data, can be built. A question that naturally arises is whether the dissemination of personalized acoustic models can leak personal information. In this paper, we show that it is possible to retrieve the gender of the speaker, but also his identity, by just exploiting the weight matrix changes of a neural acoustic model locally adapted to this speaker. Incidentally we observe phenomena that may be useful towards explainability of deep neural networks in the context of speech processing. Gender can be identified almost surely using only the first layers and speaker verification performs well when using middle-up layers. Our experimental study on the TED-LIUM 3 dataset with HMM/TDNN models shows an accuracy of 95% for gender detection, and an Equal Error Rate of 9.07% for a speaker verification task by only exploiting the weights from personalized models that could be exchanged instead of user data. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; acoustic model; Automatic speech recognition; collaborative learning; personalized acoustic models; speaker information URL: https://hal.archives-ouvertes.fr/hal-03539741 https://hal.archives-ouvertes.fr/hal-03539741/document https://hal.archives-ouvertes.fr/hal-03539741/file/ICASSP_2022_SpeakerAnalysisInfoPrivacyVF.pdf BASE Hide details 3 Emotional Speech Recognition Using Deep Neural Networks Trinh Van, Loan; Dao Thi Le, Thuy; Le Xuan, Thanh... 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 Kang, Zhiqi; Sadeghi, Mostafa; Horaud, Radu... 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) BASE Show details 5 Fine-tuning pre-trained models for Automatic Speech Recognition: experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) Guillaume, Séverine; Wisniewski, Guillaume; Macaire, Cécile... 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 ... Naira, Abdou Mohamed; Allak, Anass; Imade Benelallam. - : Zenodo, 2022 BASE Show details 7 Dvoice : An open source dataset for Automatic Speech Recognition on African Languages and Dialects ... Naira, Abdou Mohamed; Allak, Anass; Imade Benelallam. - : Zenodo, 2022 BASE Show details 8 ASR training dataset for Croatian ParlaSpeech-HR v1.0 Ljubešić, Nikola; Koržinek, Danijel; Rupnik, Peter. - : Jožef Stefan Institute, 2022 BASE Show details 9 Review on multichannel emotion perception in ASD (Zhang et al., 2022) ... Zhang, Minyue; Chen, Yu; Lin, Yi. - : ASHA journals, 2022 BASE Show details 10 Review on multichannel emotion perception in ASD (Zhang et al., 2022) ... Zhang, Minyue; Chen, Yu; Lin, Yi. - : ASHA journals, 2022 BASE Show details 11 Towards a Perceptual Model for Estimating the Quality of Visual Speech ... Aldeneh, Zakaria; Fedzechkina, Masha; Seto, Skyler. - : arXiv, 2022 BASE Show details 12 An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ... Roy, Anwesha; Belagali, Varun; Ghosh, Prasanta Kumar. - : arXiv, 2022 BASE Show details 13 Expression-preserving face frontalization improves visually assisted speech processing ... Kang, Zhiqi; Sadeghi, Mostafa; Horaud, Radu. - : arXiv, 2022 BASE Show details 14 Freeform Body Motion Generation from Speech ... Xu, Jing; Zhang, Wei; Bai, Yalong. - : arXiv, 2022 BASE Show details 15 Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ... Klumpp, Philipp; Arias-Vergara, Tomás; Pérez-Toro, Paula Andrea. - : Zenodo, 2022 BASE Show details 16 Common Phone: A Multilingual Dataset for Robust Acoustic Modelling ... Klumpp, Philipp; Arias-Vergara, Tomás; Pérez-Toro, Paula Andrea. - : Zenodo, 2022 BASE Show details 17 Interactions Among Reverberation, WDRC, and WM (Reinhart & Souza, 2016) ... Reinhart, Paul N.; Souza, Pamela E.. - : ASHA journals, 2022 BASE Show details 18 Robust speech recognition for low-resource languages ... Romanenko, Aleksei. - : Universität Ulm, 2022 BASE Show details 19 Effects of Spatial Speech Presentation on Listener Response Strategy for Talker-Identification ... Uhrig, Stefan; Perkis, Andrew; Möller, Sebastian. - : Technische Universität Berlin, 2022 BASE Show details 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 BASE Show details Page: 1 2 3 4 5...286

Mobile view All Catalogues UB Frankfurt Linguistik 211 IDS Mannheim 0 OLC Linguistik 1.000 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 21 Leibniz-Centre General Linguistics (ZAS) 4 Bibliographies BLLDB 2.832 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 2 MPI for Psycholinguistics 10 Linked Open Data catalogues Annohub 0 Online resources Link directory 2 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 2.847 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0