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Viewing Publication 1 - 100 from 1123

2023

Towards Developing State-of-The-Art TTS Synthesisers for 13 Indian Languages with Signal Processing Aided AlignmentsAnusha Prakash 0001, Srinivasan Umesh, Hema A. Murthy. asru 2023: 1-8 [doi]

Neuralecho: Hybrid of Full-Band and Sub-Band Recurrent Neural Network For Acoustic Echo Cancellation and Speech EnhancementMeng Yu 0003, Yong Xu 0004, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu 0001. asru 2023: 1-8 [doi]

Multi Transcription-Style Speech Transcription Using Attention-Based Encoder-Decoder ModelYan Huang 0028, Piyush Behre, Guoli Ye, Shawn Chang, Yifan Gong 0001. asru 2023: 1-6 [doi]

IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023IEEE, 2023. [doi]

Dialect Adaptation and Data Augmentation for Low-Resource ASR: Taltech Systems for the Madasr 2023 ChallengeTanel Alumäe, Jiaming Kong, Daniil Robnikov. asru 2023: 1-7 [doi]

Wiki-En-ASR-Adapt: Large-Scale Synthetic Dataset for English ASR CustomizationAlexandra Antonova. asru 2023: 1-8 [doi]

Improved Long-Form Speech Recognition By Jointly Modeling The Primary And Non-Primary SpeakersGuru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia. asru 2023: 1-8 [doi]

Importance of Smoothness Induced by Optimizers in Fl4Asr: Towards Understanding Federated Learning for End-To-End ASRSheikh Shams Azam, Tatiana Likhomanenko, Martin Pelikan, Jan Honza Silovsky. asru 2023: 1-8 [doi]

Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error DetectionLakshmi Rajendram Bashyam, Alexander Blatt, Dietrich Klakow. asru 2023: 1-8 [doi]

Pareto Efficiency of Learning-Forgetting Trade-Off in Neural Language Model AdaptationJerome R. Bellegarda. asru 2023: 1-8 [doi]

Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic ControlAlexander Blatt, Badr M. Abdullah, Dietrich Klakow. asru 2023: 1-8 [doi]

Efficient Cascaded Streaming ASR System Via Frame Rate ReductionXingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He. asru 2023: 1-8 [doi]

Prompting and Adapter Tuning For Self-Supervised Encoder-Decoder Speech ModelKai-Wei Chang, Ming-Hsin Chen, Yun-Ping Lin, Jing Neng Hsu, Paul Kuo-Ming Huang, Chien-Yu Huang, Shang-wen Li 0001, Hung-yi Lee. asru 2023: 1-8 [doi]

Meta-Learning Framework for End-to-End Imposter Identification in Unseen Speaker RecognitionAshutosh Chaubey, Sparsh Sinha, Susmita Ghose. asru 2023: 1-8 [doi]

Few-Shot Spoken Language Understanding Via Joint Speech-Text ModelsChung-Ming Chien, Mingjiamei Zhang, Ju-Chieh Chou, Karen Livescu. asru 2023: 1-8 [doi]

Adversarial Augmentation For Adapter LearningJen-Tzung Chien, Wei-Yu Sun. asru 2023: 1-7 [doi]

Extending Self-Distilled Self-Supervised Learning For Semi-Supervised Speaker VerificationJeong Hwan Choi, Jehyun Kyung, Ju-Seok Seong, Ye-Rin Jeoung, Joon-Hyuk Chang. asru 2023: 1-8 [doi]

Evaluating Self-Supervised Speech Models on a Taiwanese Hokkien CorpusYi-Hui Chou, Kalvin Chang, Meng-Ju Wu, Winston Ou, Alice Wen-Hsin Bi, Carol Yang, Bryan Y. Chen, Rong-Wei Pai, Po-Yen Yeh, Jo-Peng Chiang, Iu-Tshian Phoann, Winnie Chang, Chenxuan Cui, Noel Chen, Jiatong Shi. asru 2023: 1-7 [doi]

Improving Audiovisual Active Speaker Detection in Egocentric Recordings with the Data-Efficient Image TransformerJason Clarke, Yoshihiko Gotoh, Stefan Goetze. asru 2023: 1-8 [doi]

Can Unpaired Textual Data Replace Synthetic Speech in ASR Model Adaptation?Pasquale D'Alterio, Christian Hensel, Bashar Awwad Shiekh Hasan. asru 2023: 1-8 [doi]

Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language UnderstandingPavel Denisov, Ngoc Thang Vu. asru 2023: 1-8 [doi]

Generalized Zero-Shot Audio-to-Intent ClassificationVeera Raghavendra Elluru, Devang Kulshreshtha, Rohit Paturi, Sravan Bodapati, Srikanth Ronanki. asru 2023: 1-8 [doi]

MUST: A Multilingual Student-Teacher Learning Approach for Low-Resource Speech RecognitionMuhammad Umar Farooq, Rehan Ahmad, Thomas Hain. asru 2023: 1-6 [doi]

CAMSAT: Augmentation Mix and Self-Augmented Training Clustering for Self-Supervised Speaker RecognitionAbderrahim Fathan, Jahangir Alam. asru 2023: 1-8 [doi]

No Pitch Left Behind: Addressing Gender Unbalance In Automatic Speech Recognition Through Pitch ManipulationDennis Fucci, Marco Gaido, Matteo Negri, Mauro Cettolo, Luisa Bentivogli. asru 2023: 1-8 [doi]

LV-CTC: Non-Autoregressive ASR With CTC and Latent Variable ModelsYuya Fujita, Shinji Watanabe 0001, Xuankai Chang, Takashi Maekaku. asru 2023: 1-6 [doi]

Robust End-to-End Diarization with Domain Adaptive Training and Multi-Task LearningIvan Fung, Lahiru Samarakoon, Samuel J. Broughton. asru 2023: 1-7 [doi]

GPU-Accelerated Wfst Beam Search Decoder for CTC-Based Speech RecognitionDaniel Galvez, Tim Kaldewey. asru 2023: 1-7 [doi]

Robust Recognition of Speaker Emotion With Difference Feature Extraction Using a Few Enrollment UtterancesDaichi Hayakawa, Takehiko Kagoshima, Kenji Iwata, Norbert Braunschweiler, Rama Doddipatla. asru 2023: 1-7 [doi]

Maximizing Data Efficiency for Cross-Lingual TTS Adaptation by Self-Supervised Representation Mixing and Embedding InitializationWei-Ping Huang, Sung-Feng Huang, Hung-yi Lee. asru 2023: 1-8 [doi]

Simulation of Teacher-Learner Interaction in English Language Pronunciation LearningElaf Islam, Thomas Hain, Protima Nomo Sudro. asru 2023: 1-6 [doi]

Model-Based Fairness Metric for Speaker VerificationMaliha Jahan, Laureano Moro-Velázquez, Thomas Thebaud, Najim Dehak, Jesús Villalba 0001. asru 2023: 1-7 [doi]

Summarize While Translating: Universal Model With Parallel Decoding for Summarization and TranslationTakatomo Kano, Atsunori Ogawa, Marc Delcroix, Kohei Matsuura, Takanori Ashihara, William Chen, Shinji Watanabe 0001. asru 2023: 1-8 [doi]

A Token-Wise Beam Search Algorithm for RNN-TGil Keren. asru 2023: 1-8 [doi]

Pseudo-Label Based Supervised Contrastive Loss for Robust Speech RepresentationsVarun Krishna, Sriram Ganapathy. asru 2023: 1-8 [doi]

Towards General-Purpose Text-Instruction-Guided Voice ConversionChun-Yi Kuan, Chen-An Li, Tsu-Yuan Hsu, Tse-Yang Lin, Ho-Lam Chung, Kai-Wei Chang, Shuo-Yiin Chang, Hung-yi Lee. asru 2023: 1-8 [doi]

Audio-Visual Neural Syntax AcquisitionCheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang 0001, Karen Livescu, James R. Glass. asru 2023: 1-8 [doi]

Cross-Modal Learning for CTC-Based ASR: Leveraging CTC-Bertscore and Sequence-Level TrainingMun-Hak Lee, Sang-Eon Lee, Ji-Eun Choi, Joon-Hyuk Chang. asru 2023: 1-8 [doi]

AWMC: Online Test-Time Adaptation Without Mode Collapse for Continual AdaptationJae Hong Lee, Do-Hee Kim, Joon-Hyuk Chang. asru 2023: 1-8 [doi]

LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification ModelsChi-Chang Lee, Hong-Wei Chen, Chu-Song Chen, Hsin-Min Wang, Tsung-Te Liu, Yu Tsao 0001. asru 2023: 1-8 [doi]

Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingJihyun Lee, Yejin Jeon, Wonjun Lee, Yunsu Kim 0001, Gary Geunbae Lee. asru 2023: 1-8 [doi]

Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition And Phoneme To Grapheme TranslationWonjun Lee, Gary Geunbae Lee, Yunsu Kim 0001. asru 2023: 1-8 [doi]

Yodas: Youtube-Oriented Dataset for Audio and SpeechXinjian Li, Shinnosuke Takamichi, Takaaki Saeki, William Chen, Sayaka Shiota, Shinji Watanabe 0001. asru 2023: 1-8 [doi]

After: Active Learning Based Fine-Tuning Framework for Speech Emotion RecognitionDongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. asru 2023: 1-8 [doi]

Unconstrained Dysfluency Modeling for Dysfluent Speech Transcription and DetectionJiachen Lian, Carly Feng, Naasir Farooqi, Steve Li, Anshul Kashyap, Cheol Jun Cho, Peter Wu, Robbie Netzorg, Tingle Li, Gopala Krishna Anumanchipalli. asru 2023: 1-8 [doi]

Av-Data2Vec: Self-Supervised Learning of Audio-Visual Speech Representations with Contextualized Target RepresentationsJiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli. asru 2023: 1-8 [doi]

Zero-Shot Domain-Sensitive Speech Recognition with Prompt-Conditioning Fine-TuningFeng-Ting Liao, Yung-Chieh Chan, Yi-Chang Chen, Chan-Jan Hsu, Da-shan Shiu. asru 2023: 1-8 [doi]

MelHuBERT: A Simplified Hubert on Mel SpectrogramsTzu-Quan Lin, Hung-yi Lee, Hao Tang 0002. asru 2023: 1-8 [doi]

Reducing the Cost of Spoof Detection Labeling using Mixed-Strategy Active Learning and Pretrained ModelsMark Lindsey, Nathaniel R. Robinson, Francis Kubala, Richard M. Stern. asru 2023: 1-7 [doi]

Improved Multi-Modal Emotion Recognition Using Squeeze-and-Excitation Block in Cross-Modal AttentionJunchen Liu, Jesin James, Karan Nathwani. asru 2023: 1-8 [doi]

Cross-Modal Alignment With Optimal Transport For CTC-Based ASRXugang Lu, Peng Shen, Yu Tsao 0001, Hisashi Kawai. asru 2023: 1-7 [doi]

End-To-End Training of a Neural HMM with Label and Transition ProbabilitiesDaniel Mann, Tina Raissi, Wilfried Michel, Ralf Schlüter, Hermann Ney. asru 2023: 1-8 [doi]

Deriving Translational Acoustic Sub-Word EmbeddingsAmit Meghanani, Thomas Hain. asru 2023: 1-8 [doi]

LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR ModelsAleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg. asru 2023: 1-7 [doi]

Identifying People with Mild Cognitive Impairment at Risk of Developing Dementia using Speech AnalysisBahman Mirheidari, Ronan O'Malley, Daniel Blackburn, Heidi Christensen. asru 2023: 1-6 [doi]

Knowledge Distillation From Offline to Streaming Transducer: Towards Accurate and Fast Streaming Model by Matching AlignmentsJi-Hwan Mo, Jae-Jin Jeon, Mun-Hak Lee, Joon-Hyuk Chang. asru 2023: 1-7 [doi]

Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From SpeechAbinay Reddy Naini, Shruthi Subramanium, Seong-Gyun Leem, Carlos Busso. asru 2023: 1-8 [doi]

Permod: Perceptually Grounded Voice Modification With Latent Diffusion ModelsRobin Netzorg, Ajil Jalal, Luna McNulty, Gopala Krishna Anumanchipalli. asru 2023: 1-8 [doi]

Audio-Adapterfusion: A Task-Id-Free Approach for Efficient and Non-Destructive Multi-Task Speech RecognitionHillary Ngai, Rohan Agrawal, Neeraj Gaur, W. Ronny Huang, Parisa Haghani, Pedro Moreno Mengibar. asru 2023: 1-8 [doi]

Multitask Learning Model with Text and Speech Representation for Fine-Grained Speech ScoringSeongjin Park, Rutuja Ubale. asru 2023: 1-7 [doi]

The Role of Feature Correlation on Quantized Neural NetworksDavid Qiu, Shaojin Ding, Yanzhang He. asru 2023: 1-7 [doi]

Can We Use Speaker Embeddings On Spontaneous Speech Obtained From Medical Conversations To Predict Intelligibility?Sebastião Quintas, Mathieu Balaguer, Julie Mauclair, Virginie Woisard, Julien Pinquier. asru 2023: 1-7 [doi]

Robust Logarithmic Champernowne Algorithm for Feedback Cancellation in Hearing aidsVanitha Devi R, Vasundhara. asru 2023: 1-5 [doi]

MASR: Multi-Label Aware Speech RepresentationAnjali Raj, Shikhar Bharadwaj, Sriram Ganapathy, Min Ma, Shikhar Vashishth. asru 2023: 1-8 [doi]

Paraconsistent Feature Analysis for the Competency Evaluation of Voice ImpersonationRajeev Rajan, Noumida Abdul Kareem, Sreelakshmi S. asru 2023: 1-7 [doi]

On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic EnvironmentsWilliam Ravenscroft, Stefan Goetze, Thomas Hain. asru 2023: 1-7 [doi]

On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech RecognitionNick Rossenbach, Benedikt Hilmes, Ralf Schlüter. asru 2023: 1-8 [doi]

A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, And ExtractionKohei Saijo, Wangyou Zhang, Zhong-qiu Wang, Shinji Watanabe 0001, Tetsunori Kobayashi, Tetsuji Ogawa. asru 2023: 1-6 [doi]

Leveraging the Multilingual Indonesian Ethnic Languages Dataset In Self-Supervised Models for Low-Resource ASR TaskSakriani Sakti, Benita Angela Titalim. asru 2023: 1-8 [doi]

Transformer Attractors for Robust and Efficient End-To-End Neural DiarizationLahiru Samarakoon, Samuel J. Broughton, Marc Härkönen, Ivan Fung. asru 2023: 1-8 [doi]

Invert-Classify: Recovering Discrete Prosody Inputs for Text-To-SpeechNicholas Sanders, Korin Richmond. asru 2023: 1-7 [doi]

HEVAL: A New Hybrid Evaluation Metric for Automatic Speech Recognition TasksZitha Sasindran, Harsha Yelchuri, T. V. Prabhakar, Supreeth Rao. asru 2023: 1-7 [doi]

Espnet-Summ: Introducing a Novel Large Dataset, Toolkit, and a Cross-Corpora Evaluation of Speech Summarization SystemsRoshan S. Sharma, William Chen, Takatomo Kano, Ruchira Sharma, Siddhant Arora, Shinji Watanabe 0001, Atsunori Ogawa, Marc Delcroix, Rita Singh, Bhiksha Raj. asru 2023: 1-8 [doi]

Generative Linguistic Representation for Spoken Language IdentificationPeng Shen, Xuguang Lu, Hisashi Kawai. asru 2023: 1-8 [doi]

Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And BeyondJiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chuang, Xuankai Chang, Yuxun Tang, Shang-wen Li 0001, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe 0001. asru 2023: 1-8 [doi]

Domain Adaptation by Data Distribution Matching Via Submodularity For Speech RecognitionYusuke Shinohara, Shinji Watanabe 0001. asru 2023: 1-7 [doi]

Discriminative Speech Recognition Rescoring With Pre-Trained Language ModelsPrashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko. asru 2023: 1-7 [doi]

Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech ModelHagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela A. Wiepert, David T. Jones, Hugo Botha. asru 2023: 1-7 [doi]

Segment-Level Vectorized Beam Search Based on Partially Autoregressive InferenceMasao Someki, Nicholas Eng, Yosuke Higuchi, Shinji Watanabe 0001. asru 2023: 1-8 [doi]

Contextual Spelling Correction with Large Language ModelsGan Song, Zelin Wu, Golan Pundak, Angad Chandorkar, Kandarp Joshi, Xavier Velez, Diamantino Caseiro, Ben Haynor, Weiran Wang, Nikhil Siddhartha, Pat Rondon, Khe Chai Sim. asru 2023: 1-8 [doi]

Joint Energy-Based Model for Robust Speech Classification System Against Dirty-Label Backdoor Poisoning AttacksMartin Sustek, Sonal Joshi, Henry Li, Thomas Thebaud, Jesús Villalba 0001, Sanjeev Khudanpur, Najim Dehak. asru 2023: 1-8 [doi]

Thai-Dialect: Low Resource Thai Dialectal Speech to Text CorporaArtit Suwanbandit, Jaturong Chitiyaphol, Sutthinan Chuenchom, Kanyarat Kwiecien, Husen Sawal, Ruslan Uthai, Orathai Sangpetch, Ekapol Chuangsuwanich. asru 2023: 1-8 [doi]

Clustering Unsupervised Representations as Defense Against Poisoning Attacks on Speech Commands Classification SystemThomas Thebaud, Sonal Joshi, Henry Li, Martin Sustek, Jesús Villalba 0001, Sanjeev Khudanpur, Najim Dehak. asru 2023: 1-8 [doi]

ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker EmbeddingsJenthe Thienpondt, Kris Demuynck. asru 2023: 1-8 [doi]

Hierarchical Attention-Based Contextual Biasing For Personalized Speech Recognition Using Neural TransducersSibo Tong, Philip Harding, Simon Wiesler. asru 2023: 1-8 [doi]

Gated Multi Encoders and Multitask Objectives for Dialectal Speech Recognition in Indian LanguagesSathvik Udupa, Jesuraja Bandekar, Deekshitha G, Saurabh Kumar, Prasanta Kumar Ghosh, Sandhya Badiger, Abhayjeet Singh, Savitha Murthy, Priyanka Pai, Srinivasa Raghavan K. M., Raoul Nanavati. asru 2023: 1-8 [doi]

Parameter-Efficient Tuning with Adaptive Bottlenecks for Automatic Speech RecognitionGeoffroy Vanderreydt, Amrutha Prasad, Driss Khalil, Srikanth R. Madikeri, Kris Demuynck, Petr Motlícek. asru 2023: 1-7 [doi]

Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech RecognitionYujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang. asru 2023: 1-6 [doi]

Speech Emotion Diarization: Which Emotion Appears When?Yingzhi Wang, Mirco Ravanelli, Alya Yacoubi. asru 2023: 1-7 [doi]

Zero-Shot Singing Voice Synthesis from Musical ScoreJun-You Wang, Hung-yi Lee, Jyh-Shing Roger Jang, Li Su. asru 2023: 1-8 [doi]

Adapting Pretrained Speech Model for Mandarin Lyrics Transcription and AlignmentJun-You Wang, Chon-In Leong, Yu-Chen Lin, Li Su, Jyh-Shing Roger Jang. asru 2023: 1-8 [doi]

COCO-NUT: Corpus of Japanese Utterance and Voice Characteristics Description for Prompt-Based ControlAya Watanabe, Shinnosuke Takamichi, Yuki Saito, Wataru Nakata, Detai Xin, Hiroshi Saruwatari. asru 2023: 1-8 [doi]

Not All Errors Are Created Equal: Evaluating The Impact of Model and Speaker Factors on ASR Outcomes in Clinical PopulationsDaniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland Barnard, Keith A. Josephs, Jennifer L. Whitwell, David T. Jones, Hugo Botha. asru 2023: 1-6 [doi]

Variational Gaussian Process Data UncertaintyJeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen. asru 2023: 1-8 [doi]

Towards Matching Phones and Speech RepresentationsGene-Ping Yang, Hao Tang 0002. asru 2023: 1-8 [doi]

Towards Robust Packet Loss Concealment System With ASR-Guided RepresentationsDa-Hee Yang, Joon-Hyuk Chang. asru 2023: 1-8 [doi]

Generative Speech Recognition Error Correction With Large Language Models and Task-Activating PromptingChao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke. asru 2023: 1-8 [doi]

Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation LearningGuanrou Yang, Ziyang Ma, Zhisheng Zheng, Yakun Song, Zhikang Niu, Xie Chen 0001. asru 2023: 1-7 [doi]

Investigating The Effect of Language Models in Sequence Discriminative Training For Neural TransducersZijian Yang, Wei Zhou 0043, Ralf Schlüter, Hermann Ney. asru 2023: 1-8 [doi]

Consistency Based Unsupervised Self-Training for ASR PersonalisationJisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung. asru 2023: 1-8 [doi]

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