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Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation


Apr 02, 2021
Siyuan Feng, Piotr Żelasko, Laureano Moro-Velázquez, Odette Scharenborg

* Submitted to INTERSPEECH 2021 

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Quantifying Bias in Automatic Speech Recognition


Apr 01, 2021
Siyuan Feng, Olya Kudina, Bence Mark Halpern, Odette Scharenborg

* Submitted to INTERSPEECH (IS) 2021. This preprint version differs slightly from the version submitted to IS 2021: Figure 1 is not included in IS 2021 

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The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks


Dec 17, 2020
Siyuan Feng, Odette Scharenborg

* 18 pages (including 1 page for supplementary material), 13 figures. Submitted to IEEE Open Journal of Signal Processing (OJ-SP) 

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Show and Speak: Directly Synthesize Spoken Description of Images


Oct 23, 2020
Xinsheng Wang, Siyuan Feng, Jihua Zhu, Mark Hasegawa-Johnson, Odette Scharenborg


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How Phonotactics Affect Multilingual and Zero-shot ASR Performance


Oct 22, 2020
Siyuan Feng, Piotr Żelasko, Laureano Moro-Velázquez, Ali Abavisani, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak

* Submitted to ICASSP 2021. The first 2 authors contributed equally to this work 

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Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling


Aug 06, 2020
Siyuan Feng, Odette Scharenborg

* 5 pages, 3 figures. Accepted for publication in INTERSPEECH 2020, Shanghai, China 

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Evaluating Automatically Generated Phoneme Captions for Images


Jul 31, 2020
Justin van der Hout, Zoltán D'Haese, Mark Hasegawa-Johnson, Odette Scharenborg

* Accepted at Interspeech2020 

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Detecting and analysing spontaneous oral cancer speech in the wild


Jul 28, 2020
Bence Mark Halpern, Rob van Son, Michiel van den Brekel, Odette Scharenborg

* Accepted to Interspeech 2020 

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Learning to Recognise Words using Visually Grounded Speech


May 31, 2020
Sebastiaan Scholten, Danny Merkx, Odette Scharenborg


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That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages


May 16, 2020
Piotr Żelasko, Laureano Moro-Velázquez, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak

* Submitted to Interspeech 2020. For some reason, the ArXiv Latex engine rendered it in more than 4 pages 

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S2IGAN: Speech-to-Image Generation via Adversarial Learning


May 14, 2020
Xinsheng Wang, Tingting Qiao, Jihua Zhu, Alan Hanjalic, Odette Scharenborg


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Investigating the Effect of Music and Lyrics on Spoken-Word Recognition


Mar 13, 2018
Odette Scharenborg, Martha Larson

* Preliminary study 

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Bayesian Models for Unit Discovery on a Very Low Resource Language


Feb 20, 2018
Lucas Ondel, Pierre Godard, Laurent Besacier, Elin Larsen, Mark Hasegawa-Johnson, Odette Scharenborg, Emmanuel Dupoux, Lukas Burget, François Yvon, Sanjeev Khudanpur

* Accepted to ICASSP 2018 

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Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop


Feb 14, 2018
Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stueker, Pierre Godard, Markus Mueller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux

* Accepted to ICASSP 2018 

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