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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 – 5 of 5 1 Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation ... Feng, Siyuan; Żelasko, Piotr; Moro-Velázquez, Laureano; Scharenborg, Odette. - : arXiv, 2021 Abstract: This paper tackles automatically discovering phone-like acoustic units (AUD) from unlabeled speech data. Past studies usually proposed single-step approaches. We propose a two-stage approach: the first stage learns a subword-discriminative feature representation and the second stage applies clustering to the learned representation and obtains phone-like clusters as the discovered acoustic units. In the first stage, a recently proposed method in the task of unsupervised subword modeling is improved by replacing a monolingual out-of-domain (OOD) ASR system with a multilingual one to create a subword-discriminative representation that is more language-independent. In the second stage, segment-level k-means is adopted, and two methods to represent the variable-length speech segments as fixed-dimension feature vectors are compared. Experiments on a very low-resource Mboshi language corpus show that our approach outperforms state-of-the-art AUD in both normalized mutual information (NMI) and F-score. The ... : Accepted for publication in INTERSPEECH 2021 ... Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD URL: https://arxiv.org/abs/2104.00994 https://dx.doi.org/10.48550/arxiv.2104.00994 BASE Hide details 2 How Phonotactics Affect Multilingual and Zero-shot ASR Performance ... Feng, Siyuan; Żelasko, Piotr; Moro-Velázquez, Laureano. - : arXiv, 2020 BASE Show details 3 That Sounds Familiar: an Analysis of Phonetic Representations Transfer Across Languages ... Żelasko, Piotr; Moro-Velázquez, Laureano; Hasegawa-Johnson, Mark. - : arXiv, 2020 BASE Show details 4 Neurovoz - Rasta PLP - Scientific Reports Publication: Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease ... Godino-Llorente, Juan Ignacio; Moro-Velazquez, Laureano; Gomez-Garcia, Jorge Andres. - : Zenodo, 2019 BASE Show details 5 Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson’s Disease Moro-Velazquez, Laureano; Gomez-Garcia, Jorge A.; Godino-Llorente, Juan I.. - : Nature Publishing Group UK, 2019 BASE Show details

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