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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...36 Hits 1 – 20 of 704 1 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Evain, Solène; Nguyen, Ha; Le, Hang... In: INTERSPEECH 2021: Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03317730 ; INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic (2021) BASE Show details 2 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Evain, Solène; Nguyen, Ha; Le, Hang... In: INTERSPEECH 2021: ; INTERSPEECH 2021: Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03317730 ; INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic (2021) BASE Show details 3 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Evain, Solène; Nguyen, Ha; Le, Hang... In: INTERSPEECH 2021: ; INTERSPEECH 2021: Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03317730 ; INTERSPEECH 2021: Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic (2021) BASE Show details 4 The contribution of visual articulatory gestures and orthography to speech processing: Evidence from novel word learning Pattamadilok, Chotiga; Welby, Pauline; Tyler, Michael In: ISSN: 0278-7393 ; EISSN: 1939-1285 ; Journal of Experimental Psychology: Learning, Memory, and Cognition ; https://hal.archives-ouvertes.fr/hal-03189083 ; Journal of Experimental Psychology: Learning, Memory, and Cognition, American Psychological Association, In press, ⟨10.1037/xlm0001036⟩ (2021) BASE Show details 5 Learning robust speech representation with an articulatory-regularized variational autoencoder Georges, Marc-Antoine; Girin, Laurent; Schwartz, Jean-Luc... In: Proccedings of Interspeech 2021 ; Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03373252 ; Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic (2021) BASE Show details 6 Do Infants Really Learn Phonetic Categories? Feldman, Naomi; Goldwater, Sharon; Dupoux, Emmanuel... In: EISSN: 2470-2986 ; Open Mind ; https://hal.archives-ouvertes.fr/hal-03550830 ; Open Mind, MIT Press, 2021, 5, pp.113-131. ⟨10.1162/opmi_a_00046⟩ (2021) BASE Show details 7 SANKAT PRADATA AUR JANATA. ... Tomar, Neetusingh. - : figshare, 2021 BASE Show details 8 SANKAT PRADATA AUR JANATA. ... Tomar, Neetusingh. - : figshare, 2021 BASE Show details 9 A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ... Yongwan Lim; Toutios, Asterios; Bliesener, Yannick. - : figshare, 2021 BASE Show details 10 SANKAT PRADATA AUR JANATA. ... Tomar, Neetusingh. - : figshare, 2021 BASE Show details 11 A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ... Yongwan Lim; Toutios, Asterios; Bliesener, Yannick. - : figshare, 2021 BASE Show details 12 SANKAT PRADATA AUR JANATA. ... Tomar, Neetusingh. - : figshare, 2021 BASE Show details 13 Models and activations for "Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation" ... Khorrami, Khazar; Räsänen, Okko. - : Zenodo, 2021 BASE Show details 14 Models and activations for "Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation" ... Khorrami, Khazar; Räsänen, Okko. - : Zenodo, 2021 BASE Show details 15 Manual praxis and language-production networks: An fMRI dataset ... Buchwald, Mikołaj. - : Open Science Framework, 2021 BASE Show details 16 Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation ... Khorrami, Khazar; Räsänen, Okko. - : Carnegie Mellon University Library Publishing Service, 2021 BASE Show details 17 Le discours médiatique comme relation de pouvoir symbolique : pratiques de médiatisation de la diaspora Camelia Beciu; Mirela Lazăr In: Argumentum: Journal of the Seminar of Discursive Logic, Argumentation Theory and Rhetoric, Vol 19, Iss 1, Pp 45-65 (2021) (2021) BASE Show details 18 Towards unsupervised learning of speech features in the wild Rivière, Morgane; Dupoux, Emmanuel In: SLT 2020 : IEEE Spoken Language Technology Workshop ; https://hal.archives-ouvertes.fr/hal-03070411 ; SLT 2020 : IEEE Spoken Language Technology Workshop, Dec 2020, Shenzhen / Virtual, China (2020) BASE Show details 19 Evaluating the reliability of acoustic speech embeddings Algayres, Robin; Zaiem, Mohamed,; Sagot, Benoît; Dupoux, Emmanuel In: INTERSPEECH 2020 - Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-02977539 ; INTERSPEECH 2020 - Annual Conference of the International Speech Communication Association, Oct 2020, Shanghai / Vitrtual, China (2020) Abstract: International audience ; Speech embeddings are fixed-size acoustic representations of variable-length speech sequences. They are increasingly used for a variety of tasks ranging from information retrieval to un-supervised term discovery and speech segmentation. However, there is currently no clear methodology to compare or optimize the quality of these embeddings in a task-neutral way. Here, we systematically compare two popular metrics, ABX discrimination and Mean Average Precision (MAP), on 5 languages across 17 embedding methods, ranging from supervised to fully unsu-pervised, and using different loss functions (autoencoders, cor-respondance autoencoders, siamese). Then we use the ABX and MAP to predict performances on a new downstream task: the unsupervised estimation of the frequencies of speech segments in a given corpus. We find that overall, ABX and MAP correlate with one another and with frequency estimation. However, substantial discrepancies appear in the fine-grained distinctions across languages and/or embedding methods. This makes it un-realistic at present to propose a task-independent silver bullet method for computing the intrinsic quality of speech embed-dings. There is a need for more detailed analysis of the metrics currently used to evaluate such embeddings. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Evaluation metrics; Frequency estimation; k-nearest neighbours; Representation learning; Speech embeddings; Unsupervised speech processing URL: https://hal.inria.fr/hal-02977539 https://hal.inria.fr/hal-02977539/file/Thu-3-2-6.pdf https://hal.inria.fr/hal-02977539/document BASE Hide details 20 Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Kharitonov, Eugene; Rivière, Morgane; Synnaeve, Gabriel... In: SLT 2020 - IEEE Spoken Language Technology Workshop ; https://hal.archives-ouvertes.fr/hal-03070321 ; SLT 2020 - IEEE Spoken Language Technology Workshop, Dec 2020, Shenzhen / Virtual, China (2020) BASE Show details Page: 1 2 3 4 5...36

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