SLT

Publications

2023

IEEE Spoken Language Technology Workshop, SLT 2022, Doha, Qatar, January 9-12, 2023 SLT (2023)

2022

Qinghua Liu, Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu
LiMuSE: Lightweight Multi-Modal Speaker Extraction. SLT (2022)
Benjamin Kleiner, Jack G. M. Fitzgerald, Haidar Khan, Gohkan Tur
Mixture of Domain Experts for Language Understanding: an Analysis of Modularity, Task Performance, and Memory Tradeoffs. SLT (2022)
Sandipana Dowerah, Romain Serizel, Denis Jouvet, Mohammad MohammadAmini, Driss Matrouf
Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification. SLT (2022)
Chaoyue Ding, Jiakui Li, Martin Zong, Baoxiang Li
Speed-Robust Keyword Spotting Via Soft Self-Attention on Multi-Scale Features. SLT (2022)
Zuheng Kang, Jianzong Wang, Junqing Peng, Jing Xiao
SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning. SLT (2022)
Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
Towards End-to-End Unsupervised Speech Recognition. SLT (2022)
Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao
Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation. SLT (2022)
Ding Ma, Lester Phillip Violeta, Kazuhiro Kobayashi, Tomoki Toda
Two-Stage Training Method for Japanese Electrolaryngeal Speech Enhancement Based on Sequence-to-Sequence Voice Conversion. SLT (2022)
Yen Meng, Hsuan-Jui Chen, Jiatong Shi, Shinji Watanabe, Paola García, Hung-yi Lee, Hao Tang
On Compressing Sequences for Self-Supervised Speech Models. SLT (2022)
Tatsuya Komatsu, Yusuke Fujita
Interdecoder: using Attention Decoders as Intermediate Regularization for CTC-Based Speech Recognition. SLT (2022)
Amir Hussein, Shammur Absar Chowdhury, Ahmed Abdelali, Najim Dehak, Ahmed Ali, Sanjeev Khudanpur
Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition. SLT (2022)
Yuma Koizumi, Kohei Yatabe, Heiga Zen, Michiel Bacchiani
Wavefit: an Iterative and Non-Autoregressive Neural Vocoder Based on Fixed-Point Iteration. SLT (2022)
Vasista Sai Lodagala, Sreyan Ghosh, Srinivasan Umesh
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations. SLT (2022)
Sharman Tan, Piyush Behre, Nick Kibre, Issac Alphonso, Shuangyu Chang
Four-in-One: a Joint Approach to Inverse Text Normalization, Punctuation, Capitalization, and Disfluency for Automatic Speech Recognition. SLT (2022)
Gary Wang, Ekin D. Cubuk, Andrew Rosenberg, Shuyang Cheng, Ron J. Weiss, Bhuvana Ramabhadran, Pedro J. Moreno, Quoc V. Le, Daniel S. Park
G-Augment: Searching for the Meta-Structure of Data Augmentation Policies for ASR. SLT (2022)
Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati
Personalization of CTC Speech Recognition Models. SLT (2022)
Jinzi Qi, Hugo Van hamme
Weak-Supervised Dysarthria-Invariant Features for Spoken Language Understanding Using an Fhvae and Adversarial Training. SLT (2022)
Dongjune Lee, Minchan Kim, Sung Hwan Mun, Min Hyun Han, Nam Soo Kim
Fully Unsupervised Training of Few-Shot Keyword Spotting. SLT (2022)
Aditya Patil, Vikas Joshi, Purvi Agrawal, Rupesh R. Mehta
Streaming Bilingual End-to-End ASR Model Using Attention Over Multiple Softmax. SLT (2022)
Sung Hwan Mun, Jee-weon Jung, Min Hyun Han, Nam Soo Kim
Frequency and Multi-Scale Selective Kernel Attention for Speaker Verification. SLT (2022)
Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation. SLT (2022)
Shubo Lv, Yihui Fu, Yukai Jv, Lei Xie, Weixin Zhu, Wei Rao, Yannan Wang
Spatial-DCCRN: DCCRN Equipped with Frame-Level Angle Feature and Hybrid Filtering for Multi-Channel Speech Enhancement. SLT (2022)
Aleksandr Laptev, Boris Ginsburg
Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-to-End Automatic Speech Recognition. SLT (2022)
Samantha Kotey, Rozenn Dahyot, Naomi Harte
Fine Grained Spoken Document Summarization Through Text Segmentation. SLT (2022)
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
JOIST: A Joint Speech and Text Streaming Model for ASR. SLT (2022)
Tina Raissi, Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch. SLT (2022)
Ragheb Al-Ghezi, Yaroslav Getman, Ekaterina Voskoboinik, Mittul Singh, Mikko Kurimo
Automatic Rating of Spontaneous Speech for Low-Resource Languages. SLT (2022)
Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee
Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. SLT (2022)
Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
Regotron: Regularizing the Tacotron2 Architecture Via Monotonic Alignment Loss. SLT (2022)
Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding. SLT (2022)
Soumi Maiti, Yushi Ueda, Shinji Watanabe, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Yong Xu
EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers. SLT (2022)
Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Karel Ondrej, Oliver Ohneiser, Hartmut Helmke
Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. SLT (2022)
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng
Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT (2022)
Yan Gaol, Javier Fernández-Marqués, Titouan Parcollet, Pedro P. B. de Gusmao, Nicholas D. Lane
Match to Win: Analysing Sequences Lengths for Efficient Self-Supervised Learning in Speech and Audio. SLT (2022)
C. S. Anoop, A. G. Ramakrishnan
Exploring a Unified ASR for Multiple South Indian Languages Leveraging Multilingual Acoustic and Language Models. SLT (2022)
Ji Won Yoon, Beom Jun Woo, Sunghwan Ahn, Hyeonseung Lee, Nam Soo Kim
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition. SLT (2022)
Aghilas Sini, Antoine Perquin, Damien Lolive, Arnaud Delhay
Phone-Level Pronunciation Scoring for L1 Using Weighted-Dynamic Time Warping. SLT (2022)
Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro J. Moreno, Nanxin Chen
Maestro-U: Leveraging Joint Speech-Text Representation Learning for Zero Supervised Speech ASR. SLT (2022)
Atsushi Ando, Ryo Masumura, Akihiko Takashima, Satoshi Suzuki, Naoki Makishima, Keita Suzuki, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato
On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis. SLT (2022)
Ismail Rasim Ülgen, Levent M. Arslan
Unsupervised Domain Adaptation of Neural PLDA Using Segment Pairs for Speaker Verification. SLT (2022)
Chia-Yu Li, Ngoc Thang Vu
Improving Semi-Supervised End-To-End Automatic Speech Recognition Using Cyclegan and Inter-Domain Losses. SLT (2022)
Shelly Jain, Aditya Yadavalli, Ganesh Mirishkar, Anil Kumar Vuppala
How do Phonological Properties Affect Bilingual Automatic Speech Recognition? SLT (2022)
Yoshifumi Nakano, Takaaki Saeki, Shinnosuke Takamichi, Katsuhito Sudoh, Hiroshi Saruwatari
VTTS: Visual-Text To Speech. SLT (2022)
Giovanni Morrone, Samuele Cornell, Desh Raj, Luca Serafini, Enrico Zovato, Alessio Brutti, Stefano Squartini
Low-Latency Speech Separation Guided Diarization for Telephone Conversations. SLT (2022)
Peng Shen, Xugang Lu, Hisashi Kawai
Pronunciation-Aware Unique Character Encoding for RNN Transducer-Based Mandarin Speech Recognition. SLT (2022)
Juan Manuel Coria, Hervé Bredin, Sahar Ghannay, Sophie Rosset
Continual Self-Supervised Domain Adaptation for End-to-End Speaker Diarization. SLT (2022)
Jin Sakuma, Shinya Fujie, Tetsunori Kobayashi
Response Timing Estimation for Spoken Dialog Systems Based on Syntactic Completeness Prediction. SLT (2022)
Cal Peyser, W. Ronny Huang, Tara N. Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho
Dual Learning for Large Vocabulary On-Device ASR. SLT (2022)
Jinhwan Park, Sichen Jin, Junmo Park, Sungsoo Kim, Dhairya Sandhyana, Changheon Lee, Myoungji Han, Jungin Lee, Seokyeong Jung, Changwoo Han, Chanwoo Kim
Conformer-Based on-Device Streaming Speech Recognition with KD Compression and Two-Pass Architecture. SLT (2022)