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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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2
High-resolution speaker counting in reverberant rooms using CRNN with Ambisonics features
In: EUSIPCO 2020 - 28th European Signal Processing Conference (EUSIPCO) ; https://hal.archives-ouvertes.fr/hal-03537323 ; EUSIPCO 2020 - 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. pp.71-75, ⟨10.23919/Eusipco47968.2020.9287637⟩ (2021)
Abstract: International audience ; Speaker counting is the task of estimating the number of people that are simultaneously speaking in an audio recording. For several audio processing tasks such as speaker diarization, separation, localization and tracking, knowing the number of speakers at each timestep is a prerequisite, or at least it can be a strong advantage, in addition to enabling a low latency processing. For that purpose, we address the speaker counting problem with a multichannel convolutional recurrent neural network which produces an estimation at a short-term frame resolution. We trained the network to predict up to 5 concurrent speakers in a multichannel mixture, with simulated data including many different conditions in terms of source and microphone positions, reverberation, and noise. The network can predict the number of speakers with good accuracy at frame resolution.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD]; CRNN; reverberation; Speaker counting
URL: https://doi.org/10.23919/Eusipco47968.2020.9287637
https://hal.archives-ouvertes.fr/hal-03537323
https://hal.archives-ouvertes.fr/hal-03537323/file/eusipco2020.pdf
https://hal.archives-ouvertes.fr/hal-03537323/document
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3
Does bilingual input hurt? A simulation of language discrimination and clustering using i-vectors
In: CogSci 2020 - 42nd Annual Virtual Meeting of the Cognitive Science Society ; https://hal.archives-ouvertes.fr/hal-02959451 ; CogSci 2020 - 42nd Annual Virtual Meeting of the Cognitive Science Society, Jul 2020, Toronto / Virtual, Canada (2020)
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4
Focus Particles and Extraction – An Experimental Investigation of German and English Focus Particles in Constructions with Leftward Association ...
Jäger, Marion. - : Universität Tübingen, 2020
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5
Focus Particles and Extraction – An Experimental Investigation of German and English Focus Particles in Constructions with Leftward Association
Jäger, Marion. - : Universität Tübingen, 2020
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6
引用形式「って」における終助詞的機能
池谷 知子; Tomoko IKEYA. - : 神戸松蔭女子学院大学学術研究委員会, 2018
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7
Posthumanism and deconstructing arguments : corpora and digitally-driven critical analysis
O'Halloran, Kieran. - New York : Routledge, 2017
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UB Frankfurt Linguistik
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8
Cooptation as a discourse strategy
In: Linguistics. - Berlin [u.a.] : Mouton de Gruyter 55 (2017) 4, 813-855
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9
Topik und Thema : Untersuchungen zur Informationsstruktur in deutschen und ungarischen Erzähl- und Berichtstexten
Modrián-Horváth, Bernadett. - Wien : Peter Lang Edition, 2016
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UB Frankfurt Linguistik
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10
"But", périphérie droite et macro-grammaire
In: Modèles linguistiques. - Toulon : Ed. des Dauphins (2016) 73, 131-152
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11
Perceptual Associations Between Words and Speaker Age
In: Laboratory Phonology: Journal of the Association for Laboratory Phonology; Vol 7, No 1 (2016); 18 ; 1868-6354 (2016)
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12
Measuring passers-by engagement with AmPost: a printed interactive audio poster
Liono, Jonathan; Valentine, Aandrew; Khoo, Chin Koi. - : Association for Computing Machinery ACM, 2016
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13
Partikeln im komplexen Satz : Mechanismen der Lizenzierung von Modalpartikeln in Nebensätzen und Faktoren ihrer Verwendung in komplexen Sätzen : kontrastive Untersuchung am Beispiel der Partikeln ja, doch und denn im Deutschen und vedʹ [ved'], že [že] und vot [vot] im Russischen
Averina, Anna. - Wien : Peter Lang Edition, 2015
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UB Frankfurt Linguistik
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14
Producing and managing restricted activities : avoidance and withholding in institutional interaction
Chevalier, Fabienne H. G. (Herausgeber); Matthews, Ben; Zanini, Claudia. - Amsterdam : Benjamins, 2015
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UB Frankfurt Linguistik
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15
Insights into medical communication
Maci, Stefania M. (Herausgeber); Bait, Miriam; Graves, Syelle. - Bern : Lang, 2015
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UB Frankfurt Linguistik
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16
Processibility
In: Corpus pragmatics. - Cambridge : Cambridge Univ. Press (2015), 117-142
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17
Prosody and informativity: a cross-linguistic investigation ...
Ouyang, Iris Chuoying. - : University of Southern California Digital Library (USC.DL), 2015
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18
Robust Speech Processing & Recognition: Speaker ID, Language ID, Speech Recognition/Keyword Spotting, Diarization/Co-Channel/Environmental Characterization, Speaker State Assessment
In: DTIC (2015)
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19
Context and cognition in functional discourse grammar: what, where and why?
In: Pragmatics. - Amsterdam : John Benjamins Publishing Company 24 (2014) 2, 399-423
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OLC Linguistik
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20
L' inscription des biais socio-cognitifs dans la langue
Raccah, Pierre-Yves. - Limoges : Ed. Lambert Lucas, 2014
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UB Frankfurt Linguistik
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