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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 Hits 1 – 20 of 20 1 Non-Parametric Bayesian Subspace Models for Acoustic Unit Discovery Ondel, Lucas; Yusuf, Bolaji; Burget, Lukáš; Saraçlar, Murat In: https://hal.archives-ouvertes.fr/hal-03467205 ; 2021 (2021) Abstract: This work investigates subspace non-parametric models for the task of learning a set of acoustic units from unlabeled speech recordings. We constrain the base-measure of a Dirichlet-Process mixture with a phonetic subspace-estimated from other source languages-to build an educated prior, thereby forcing the learned acoustic units to resemble phones of known source languages. Two types of models are proposed: (i) the Subspace HMM (SHMM) which assumes that the phonetic subspace is the same for every language, (ii) the Hierarchical-Subspace HMM (H-SHMM) which relaxes this assumption and allows to have a language-specific subspace estimated on the unlabeled target data. These models are applied on 3 languages: English, Yoruba and Mboshi and they are compared with various competitive acoustic units discovery baselines. Experimental results show that both subspace models outperform other systems in terms of clustering quality and segmentation accuracy. Moreover, we observe that the H-SHMM provides results superior to the SHMM supporting the idea that language-specific priors are preferable to language-agnostic priors for acoustic unit discovery. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD] URL: https://hal.archives-ouvertes.fr/hal-03467205/document https://hal.archives-ouvertes.fr/hal-03467205/file/NONPARAMETRIC_BAYESIAN_SUBSPACE_MODELS_AUD-final%20%281%29.pdf https://hal.archives-ouvertes.fr/hal-03467205 BASE Hide details 2 Morpho-syntactically annotated corpora provided for the PARSEME Shared Task on Semi-Supervised Identification of Verbal Multiword Expressions (edition 1.2) Guillaume, Bruno; Ramisch, Carlos; Waszczuk, Jakub. - : PARSEME, 2020 BASE Show details 3 A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery ... Yusuf, Bolaji; Ondel, Lucas; Burget, Lukas. - : arXiv, 2020 BASE Show details 4 Turkish Natural Language Processing Oflazer, Kemal [Herausgeber]; Saraçlar, Murat [Herausgeber]. - Cham : Springer International Publishing, 2018 DNB Subject Category Language Show details 5 Score Normalization for Keyword Search Sari, Leda; Saraclar,Murat. - 2016 BASE Show details 6 Classification and ranking approaches to discriminative language modeling for ASR Dikici, Erinc; Saraclar, Murat In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 21 (2013) 2, 291-300 OLC Linguistik Show details 7 Discriminative language modeling with linguistic and statistically derived features Saraçlar, Murat; Roark, Brian; Arısoy, Ebru... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 20 (2012) 2, 540-550 BLLDB OLC Linguistik Show details 8 Performance analysis and improvement of Turkish broadcast news retrieval Parlak, Sıddıka; Saraçlar, Murat In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 20 (2012) 3, 731-741 BLLDB OLC Linguistik Show details 9 Lexical-phonetic automata for spoken utterance indexing and retrieval Fayolle, Julien; Saraclar, Murat; Moreau, Fabienne... In: International Conference on Speech Communication and Technologies ; https://hal.archives-ouvertes.fr/hal-00757765 ; International Conference on Speech Communication and Technologies, Sep 2012, Portland, United States (2012) BASE Show details 10 Turkish Broadcast News Speech and Transcripts Saraçlar, Murat. - : Linguistic Data Consortium, 2012. : https://www.ldc.upenn.edu, 2012 BASE Show details 11 Turkish Broadcast News Speech and Transcripts ... Saraçlar, Murat. - : Linguistic Data Consortium, 2012 BASE Show details 12 Lattice indexing for spoken term detection Saraçlar, Murat; Can, Doğan In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 19 (2011) 8, 2338-2347 BLLDB OLC Linguistik Show details 13 Lattice extension and vocabulary adaptation for Turkish LVCSR Arısoy, Ebru; Saraçlar, Murat In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 17 (2009) 1, 163-173 BLLDB OLC Linguistik Show details 14 Turkish broadcast news transcription and retrieval Parlak, Sıddıka; Can, Doğan; Sak, Haşim... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 17 (2009) 5, 874-883 BLLDB OLC Linguistik Show details 15 Discriminative n-gram language modeling Saraçlar, Murat; Collins, Michael; Roark, Brian In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 21 (2007) 2, 373-392 BLLDB OLC Linguistik Show details 16 Utterance classification with discriminative language modeling Roark, Brian; Saraçlar, Murat In: Speech communication. - Amsterdam [u.a.] : Elsevier 48 (2006) 3-4, 276-287 BLLDB OLC Linguistik Show details 17 Pronunciation change in conversational speech and its implications for automatic speech recognition Saraçlar, Murat; Khudanpur, Sanjeev In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 18 (2004) 4, 375-395 BLLDB Show details 18 Pronunciation change in conversational speech and its implications for automatic speech recognition Saraçlar, Murat; Khudanpur, Sanjeev In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 18 (2004) 4, 375-396 OLC Linguistik Show details 19 Pronunciation modeling by sharing Gaussian densities across phonetic models Saraçlar, Murat; Nock, Harriet; Khudanpur, Sanjeev In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 14 (2000) 2, 137-160 BLLDB Show details 20 Modeling pronunciation variation for automatic speech recognition Strik, Helmer (Hrsg.); Adda-Decker, Martine (Mitarb.); Lamel, Lori (Mitarb.)... In: Speech communication. - Amsterdam [u.a.] : Elsevier 29 (1999) 2-4, 81-246 BLLDB Show details

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