Title
Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition Theresa Pekarek-Rosin S. Wermter VLM CLL 24 2 0 14 Jul 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
Boosting Norwegian Automatic Speech Recognition Javier de la Rosa Rolv-Arild Braaten P. Kummervold Freddy Wetjen Svein Arne Brygfjeld 33 7 0 04 Jul 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes Kevin Glocker Aaricia Herygers Munir Georges 21 4 0 07 Jun 2023
On the Robustness of Arabic Speech Dialect Identification Peter Sullivan AbdelRahim Elmadany Muhammad Abdul-Mageed 23 8 0 01 Jun 2023
Findings of the VarDial Evaluation Campaign 2023 Noëmi Aepli Çagri Çöltekin Rob van der Goot T. Jauhiainen Mourhaf Kazzaz Nikola Ljubesic Kai North Barbara Plank Yves Scherrer Marcos Zampieri 19 29 0 31 May 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 27 1 0 23 May 2023
The defender's perspective on automatic speaker verification: An overview Haibin Wu Jiawen Kang Lingwei Meng H. Meng Hung-yi Lee AAML 24 14 0 22 May 2023
Hystoc: Obtaining word confidences for fusion of end-to-end ASR systems Karel Beneš M. Kocour L. Burget 32 2 0 21 May 2023
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 13 23 0 19 May 2023
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark Jiatong Shi Dan Berrebbi William Chen Ho-Lam Chung En-Pei Hu ... Xuankai Chang Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Shinji Watanabe ELM 55 58 0 18 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 38 4 0 16 May 2023
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 25 3 0 09 May 2023
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Siwei Lyu 30 38 0 25 Apr 2023
Spaiche: Extending State-of-the-Art ASR Models to Swiss German Dialects Clément Sicard Kajetan Pyszkowski Victor Gillioz 24 7 0 20 Apr 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 25 2 0 22 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Leveraging supplementary text data to kick-start automatic speech recognition system development with limited transcriptions Nay San Martijn Bartelds Blaine Billings Ella de Falco Hendi Feriza Johan Safri Wawan Sahrozi Ben Foley Bradley McDonnell Dan Jurafsky 13 9 0 09 Feb 2023
Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining Karol Nowakowski M. Ptaszynski Kyoko Murasaki Jagna Nieuwazny 15 23 0 18 Jan 2023
2nd Swiss German Speech to Standard German Text Shared Task at SwissText 2022 Michel Plüss Yanick Schraner Christian Scheller Manfred Vogel 29 2 0 17 Jan 2023
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting L. Hansen R. Rocca A. Simonsen A. Parola V. Bliksted ... Dan Bang Kristian Tylén Ethan Weed S. Ostergaard Riccardo Fusaroli 43 3 0 13 Jan 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 30 12 0 11 Jan 2023
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations Ioannis Tsiamas José A. R. Fonollosa Marta R. Costa-jussá 41 6 0 19 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 32 92 0 14 Dec 2022
Towards continually learning new languages Ngoc-Quan Pham J. Niehues A. Waibel CLL 11 1 0 21 Nov 2022
NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis Hyeong-Seok Choi Jinhyeok Yang Juheon Lee Hyeongju Kim 20 46 0 17 Nov 2022
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities Andros Tjandra Nayan Singhal David C. Zhang Ozlem Kalinli Abdel-rahman Mohamed Duc Le M. Seltzer 32 12 0 10 Nov 2022
Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models Travis M. Bartley Fei Jia Krishna C. Puvvada Samuel Kriman Boris Ginsburg SSL 21 6 0 09 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 37 34 0 08 Nov 2022
Textless Direct Speech-to-Speech Translation with Discrete Speech Representation Xinjian Li Ye Jia Chung-Cheng Chiu 23 23 0 31 Oct 2022
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification Fei Jia Nithin Rao Koluguri Jagadeesh Balam Boris Ginsburg 25 3 0 27 Oct 2022
Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation F. López Jordi Luque 6 6 0 27 Oct 2022
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision Chak-Fai Li Francis Keith William Hartmann M. Snover 14 0 0 27 Oct 2022
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks Colin Leong Joshua Nemecek Jacob Mansdorfer Anna Filighera A. Owodunni Daniel Whitenack VLM AI4CE 41 24 0 26 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 30 2 0 23 Oct 2022
A Textless Metric for Speech-to-Speech Comparison Laurent Besacier S. Ribeiro Olivier Galibert Ioan Calapodescu 33 5 0 21 Oct 2022
Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications Bastiaan Tamm Helena Balabin Rik Vandenberghe Hugo Van hamme 36 9 0 01 Oct 2022
The Kriston AI System for the VoxCeleb Speaker Recognition Challenge 2022 Qutang Cai Guoqiang Hong Zhijian Ye Ximin Li Haizhou Li 33 7 0 23 Sep 2022
Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages Kaushal Bhogale A. Raman Tahir Javed Sumanth Doddapaneni Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 19 22 0 26 Aug 2022
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Tahir Javed Kaushal Bhogale A. Raman Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra ELM 30 20 0 24 Aug 2022
Low-Level Physiological Implications of End-to-End Learning of Speech Recognition Louise Coppieters de Gibson Philip N. Garner 21 1 0 22 Aug 2022
FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition Szu-Jui Chen Jiamin Xie John H. L. Hansen 35 8 0 30 Jun 2022
Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models Han Ji T. Patel O. Scharenborg 34 7 0 24 Jun 2022
Transformer-based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project Jan Lehecka J. Psutka Josef Psutka 8 4 0 15 Jun 2022
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech Jan Lehecka J. Svec A. Pražák J. Psutka 14 12 0 15 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 128 349 0 21 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 25 36 0 17 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 42 37 0 02 May 2022
ByT5 model for massively multilingual grapheme-to-phoneme conversion Jian Zhu Cong Zhang David Jurgens 11 36 0 06 Apr 2022
Federated Self-supervised Speech Representations: Are We There Yet? Yan Gao Javier Fernandez-Marques Titouan Parcollet Abhinav Mehrotra Nicholas D. Lane 32 13 0 06 Apr 2022