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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 6 7 8...567 Hits 61 – 80 of 11.324 61 A Hierarchical Model for Spoken Language Recognition ... Ferrer, Luciana; Castan, Diego; McLaren, Mitchell. - : arXiv, 2022 BASE Show details 62 Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition ... Liu, Qianying; Yang, Yuhang; Gong, Zhuo. - : arXiv, 2022 BASE Show details 63 Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition ... Hernandez, Abner; Pérez-Toro, Paula Andrea; Nöth, Elmar; Orozco-Arroyave, Juan Rafael; Maier, Andreas; Yang, Seung Hee. - : arXiv, 2022 Abstract: State-of-the-art automatic speech recognition (ASR) systems perform well on healthy speech. However, the performance on impaired speech still remains an issue. The current study explores the usefulness of using Wav2Vec self-supervised speech representations as features for training an ASR system for dysarthric speech. Dysarthric speech recognition is particularly difficult as several aspects of speech such as articulation, prosody and phonation can be impaired. Specifically, we train an acoustic model with features extracted from Wav2Vec, Hubert, and the cross-lingual XLSR model. Results suggest that speech representations pretrained on large unlabelled data can improve word error rate (WER) performance. In particular, features from the multilingual model led to lower WERs than filterbanks (Fbank) or models trained on a single language. Improvements were observed in English speakers with cerebral palsy caused dysarthria (UASpeech corpus), Spanish speakers with Parkinsonian dysarthria (PC-GITA corpus) and ... : Submitted for review at Interspeech 2022 ... 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://dx.doi.org/10.48550/arxiv.2204.01670 https://arxiv.org/abs/2204.01670 BASE Hide details 64 Multilingual Simultaneous Speech Translation ... Subramanya, Shashank; Niehues, Jan. - : arXiv, 2022 BASE Show details 65 Code-Switching Text Augmentation for Multilingual Speech Processing ... Hussein, Amir; Chowdhury, Shammur Absar; Abdelali, Ahmed. - : arXiv, 2022 BASE Show details 66 Multilingual and Multimodal Abuse Detection ... Sharon, Rini; Shah, Heet; Mukherjee, Debdoot. - : arXiv, 2022 BASE Show details 67 Self-supervised Learning with Random-projection Quantizer for Speech Recognition ... Chiu, Chung-Cheng; Qin, James; Zhang, Yu. - : arXiv, 2022 BASE Show details 68 BEA-Base: A Benchmark for ASR of Spontaneous Hungarian ... Mihajlik, P.; Balog, A.; Gráczi, T. E.. - : arXiv, 2022 BASE Show details 69 CVSS Corpus and Massively Multilingual Speech-to-Speech Translation ... Jia, Ye; Ramanovich, Michelle Tadmor; Wang, Quan. - : arXiv, 2022 BASE Show details 70 ADIMA: Abuse Detection In Multilingual Audio ... Gupta, Vikram; Sharon, Rini; Sawhney, Ramit. - : arXiv, 2022 BASE Show details 71 Improving the fusion of acoustic and text representations in RNN-T ... Zhang, Chao; Li, Bo; Lu, Zhiyun. - : arXiv, 2022 BASE Show details 72 Data and knowledge-driven approaches for multilingual training to improve the performance of speech recognition systems of Indian languages ... Madhavaraj, A.; Ganesan, Ramakrishnan Angarai. - : arXiv, 2022 BASE Show details 73 Tackling data scarcity in speech translation using zero-shot multilingual machine translation techniques ... Dinh, Tu Anh; Liu, Danni; Niehues, Jan. - : arXiv, 2022 BASE Show details 74 Cross-view Brain Decoding ... Oota, Subba Reddy; Arora, Jashn; Gupta, Manish. - : arXiv, 2022 BASE Show details 75 Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset ... Yu, Tiezheng; Frieske, Rita; Xu, Peng. - : arXiv, 2022 BASE Show details 76 WavThruVec: Latent speech representation as intermediate features for neural speech synthesis ... Siuzdak, Hubert; Dura, Piotr; van Rijn, Pol. - : arXiv, 2022 BASE Show details 77 Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers ... Kubo, Yotaro; Karita, Shigeki; Bacchiani, Michiel. - : arXiv, 2022 BASE Show details 78 The VoicePrivacy 2022 Challenge Evaluation Plan ... Tomashenko, Natalia; Wang, Xin; Miao, Xiaoxiao. - : arXiv, 2022 BASE Show details 79 A Character-level Span-based Model for Mandarin Prosodic Structure Prediction ... Chen, Xueyuan; Song, Changhe; Zhou, Yixuan. - : arXiv, 2022 BASE Show details 80 Fine-grained Noise Control for Multispeaker Speech Synthesis ... Nikitaras, Karolos; Vamvoukakis, Georgios; Ellinas, Nikolaos. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5 6 7 8...567

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