Sugiura Pronunciation

[Calfu Baransky]

Comparingnormalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech

Guangyan Zhang, Thomas Merritt, Sam Ribeiro, Biel Tura-Vecino, Kayoko Yanagisawa, Kamil Pokora, Abdelhamid Ezzerg, Sebastian Cygert, Ammar Abbas, Piotr Bilinski, Roberto Barra-Chicote, Daniel Korzekwa, Jaime Lorenzo-Trueba

LAMASSU: A Streaming Language-Agnostic Multilingual Speech Recognition and Translation Model Using Neural Transducers

Peidong Wang, Eric Sun, Jian Xue, Yu Wu, Long Zhou, Yashesh Gaur, Shujie Liu, Jinyu Li

Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition

Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao

The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN

Zheng Yuan, Aldo Pastore, Dorina de Jong, Hao Xu, Luciano Fadiga, Alessandro D'Ausilio

Classification of Multi-class Vowels and Fricatives From Patients Having Amyotrophic Lateral Sclerosis with Varied Levels of Dysarthria Severity

Chowdam Venkata Thirumala Kumar, Tanuka Bhattacharjee, Yamini Belur, Atchayaram Nalini, Ravi Yadav, Prasanta Kumar Ghosh

Using Text Injection to Improve Recognition of Personal Identifiers in Speech

Yochai Blau, Rohan Agrawal, Lior Madmony, Gary Wang, Andrew Rosenberg, Zhehuai Chen, Zorik Gekhman, Genady Beryozkin, Parisa Haghani, Bhuvana Ramabhadran

Multi-Head State Space Model for Speech Recognition

Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales

Topological Data Analysis for Speech Processing

Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey Nikolenko, Evgeny Burnaev

Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation

Kangwook Jang, Sungnyun Kim, Se-Young Yun, Hoirin Kim

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning

Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren

AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark

Gaobin Yang, Jun Du, Maokui He, Shutong Niu, Baoxiang Li, Jiakui Li, Chin-Hui Lee

Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili

Christiaan Jacobs, Nathanal Carraz Rakotonirina, Everlyn Asiko Chimoto, Bruce A. Bassett, Herman Kamper

How to Estimate Model Transferability of Pre-Trained Speech Models?

Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara Sainath

NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning

Kamer Ali Yuksel, Thiago Castro Ferreira, Golara Javadi, Mohamed Al-Badrashiny, Ahmet Gunduz

Description and Analysis of ABC Submission to NIST LRE 2022

Pavel Matejka, Anna Silnova, Josef Slavček, Ladislav Mosner, Oldřich Plchot, Michal Klčo, Junyi Peng, Themos Stafylakis, Lukš Burget

Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation

Tanel Alume, Kunnar Kukk, Viet-Bac Le, Claude Barras, Abdel Messaoudi, Waad Ben Kheder

Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22

Jess Villalba, Jonas Borgstrom, Maliha Jahan, Saurabh Kataria, Leibny Paola Garcia, Pedro Torres-Carrasquillo, Najim Dehak

Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods

Zhouyuan Huo, Khe Chai Sim, Dongseong Hwang, Tsendsuren Munkhdalai, Tara Sainath, Pedro M. Mengibar

On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning

Titouan Parcollet, Shucong Zhang, Rogier van Dalen, Alberto Gil C. P. Ramos, Sourav Bhattacharya

Automatic speaker recognition with variation across vocal conditions: a controlled experiment with implications for forensics

Vincent Hughes, Jessica Wormald, Paul Foulkes, Philip Harrison, Finnian Kelly, David van der Vloed, Poppy Welch, Chenzi Xu

Generating Multilingual Gender-Ambiguous Text-to-Speech Voices

Konstantinos Markopoulos, Georgia Maniati, Georgios Vamvoukakis, Nikolaos Ellinas, Georgios Vardaxoglou, Panos Kakoulidis, Junkwang Oh, Gunu Jho, Inchul Hwang, Aimilios Chalamandaris, Pirros Tsiakoulis, Spyros Raptis

"Select language, modality or put on a mask!" Experiments with Multimodal Emotion Recognition

Paweł Bujnowski, Bartłomiej Kuźma, Bartłomiej Paziewski, Jacek Rutkowski, Joanna Marhula, Zuzanna Bordzicka, Piotr Andruszkiewicz

When Words Speak Just as Loudly as Actions: Virtual Agent Based Remote Health Assessment Integrating What Patients Say with What They Do

Vikram Ramanarayanan, David Pautler, Lakshmi Arbatti, Abhishek Hosamath, Michael Neumann, Hardik Kothare, Oliver Roesler, Jackson Liscombe, Andrew Cornish, Doug Habberstad, Vanessa Richter, David Fox, David Suendermann-Oeft, Ira Shoulson

5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids

Ankit Gupta, Abhijeet Bishnu, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain, Tharmalingam Ratnarajah, Mathini Sellathurai

FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding

Xuxin Cheng, Wanshi Xu, Ziyu Yao, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou

Tensor decomposition for minimization of E2E SLU model toward on-device processing

Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair

Jiarui Lu, Bo-Hsiang Tseng, Joel Ruben Antony Moniz, Site Li, Xueyun Zhu, Hong Yu, Murat Akbacak

On-Device Speaker Anonymization of Acoustic Embeddings for ASR based on Flexible Location Gradient Reversal Layer

Md Asif Jalal, Pablo Peso Parada, Jisi Zhang, Mete Ozay, Karthikeyan Saravanan, Myoungji Han, Jung In Lee, Seokyeong Jung

A Two-stage Progressive Neural Network for Acoustic Echo Cancellation

Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang

Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations

Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss

Hiroshi Sato, Ryo Masumura, Tsubasa Ochiai, Marc Delcroix, Takafumi Moriya, Takanori Ashihara, Kentaro Shinayama, Saki Mizuno, Mana Ihori, Tomohiro Tanaka, Nobukatsu Hojo

ML-SUPERB: Multilingual Speech Universal PERformance Benchmark

Jiatong Shi, Dan Berrebbi, William Chen, En-Pei Hu, Wei-Ping Huang, Ho-Lam Chung, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe

Knowledge Distillation for Neural Transducer-based Target-Speaker ASR: Exploiting Parallel Mixture/Single-Talker Speech Data

Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takanori Ashihara, Kohei Matsuura, Tomohiro Tanaka, Ryo Masumura, Atsunori Ogawa, Taichi Asami

Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition

Yist Y. Lin, Tao Han, Haihua Xu, Van Tung Pham, Yerbolat Khassanov, Tze Yuang Chong, Yi He, Lu Lu, Zejun Ma

Rethinking Speech Recognition with A Multimodal Perspective via Acoustic and Semantic Cooperative Decoding

Tian-Hao Zhang, Hai-Bo Qin, Zhi-Hao Lai, Song-Lu Chen, Qi Liu, Feng Chen, Xinyuan Qian, Xu-Cheng Yin

Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts

Dongji Gao, Matthew Wiesner, Hainan Xu, Leibny Paola Garcia, Daniel Povey, Sanjeev Khudanpur

OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition

Li Fu, Siqi Li, Qingtao Li, Fangzhu Li, Liping Deng, Lu Fan, Meng Chen, Youzheng Wu, Xiaodong He

Automatic Prediction of Language Learners' Listenability Using Speech and Text Features Extracted from Listening Drills

Yingxiang Gao, Jaehyun Choi, Nobuaki Minematsu, Noriko Nakanishi, Daisuke Saito

Assessment of Non-Native Speech Intelligibility using Wav2vec2-based Mispronunciation Detection and Multi-level Goodness of Pronunciation Transformer

Ram C. M. C. Shekar, Mu Yang, Kevin Hirschi, Stephen Looney, Okim Kang, John H. L. Hansen

TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective

Andong Li, Weixin Meng, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng

How Generative Spoken Language Modeling Encodes Noisy Speech: Investigation from Phonetics to Syntactics

Joonyong Park, Shinnosuke Takamichi, Tomohiko Nakamura, Kentaro Seki, Detai Xin, Hiroshi Saruwatari

A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication

Michael Neumann, Hardik Kothare, Doug Habberstad, Vikram Ramanarayanan

ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion

Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Candido Junior, Anderson da Silva Soares, Sandra Alusio, Moacir Antonelli Ponti

Effective Training of Attention-based Contextual Biasing Adapters with Synthetic Audio for Personalised ASR

Burin Naowarat, Philip Harding, Pasquale D'Alterio, Sibo Tong, Bashar Awwad Shiekh Hasan

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