Title
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition Desh Raj Daniel Povey Sanjeev Khudanpur VLM 34 9 0 18 Jun 2023
MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones Zitha Sasindran Harsha Yelchuri Pooja S B. Rao Prabhakar Venkata Tamma 17 1 0 15 Jun 2023
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer ASR Goeric Huybrechts S. Ronanki Xilai Li H. Nosrati S. Bodapati Katrin Kirchhoff 20 1 0 13 Jun 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Mu Yang R. Shekar Okim Kang John H. L. Hansen 23 11 0 10 Jun 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray 37 1 0 07 Jun 2023
End-to-End Learning for Stochastic Optimization: A Bayesian Perspective Yves Rychener Daniel Kuhn Tobias Sutter OOD BDL 36 10 0 07 Jun 2023
Looking and Listening: Audio Guided Text Recognition Wenwen Yu Mingyu Liu Biao Yang Enming Zhang Deqiang Jiang Xing Sun Yuliang Liu Xiang Bai DiffM 27 1 0 06 Jun 2023
Efficient Spoken Language Recognition via Multilabel Classification Oriol Nieto Zeyu Jin Franck Dernoncourt Justin Salamon 18 1 0 02 Jun 2023
Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System Jiwei Guan Lei Pan Chen Wang Shui Yu Longxiang Gao Xi Zheng AAML 19 3 0 30 May 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss Hiroshi Sato Ryo Masumura Tsubasa Ochiai Marc Delcroix Takafumi Moriya ... Kentaro Shinayama Saki Mizuno Mana Ihori Tomohiro Tanaka Nobukatsu Hojo 37 5 0 24 May 2023
Wav2SQL: Direct Generalizable Speech-To-SQL Parsing Huadai Liu Rongjie Huang Jinzheng He Gang Sun Ran Shen Xize Cheng Zhou Zhao 31 3 0 21 May 2023
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining Sang Michael Xie Hieu H. Pham Xuanyi Dong Nan Du Hanxiao Liu Yifeng Lu Percy Liang Quoc V. Le Tengyu Ma Adams Wei Yu MoMe MoE 56 178 0 17 May 2023
Value Iteration Networks with Gated Summarization Module Jinyu Cai Jialong Li Mingyue Zhang Kenji Tei 25 2 0 11 May 2023
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 38 6 0 10 May 2023
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection Giovanni Apruzzese Pavel Laskov J. Schneider 44 25 0 30 Apr 2023
Enhancing multilingual speech recognition in air traffic control by sentence-level language identification Peng Fan Dongyue Guo Jianwei Zhang Bo Yang Yi Lin 17 6 0 29 Apr 2023
AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction Aggelina Chatziagapi Dimitris Samaras 3DH CVBM 33 3 0 25 Apr 2023
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR Xilai Li Goeric Huybrechts S. Ronanki Jeffrey J. Farris S. Bodapati 38 6 0 18 Apr 2023
Energy-Efficient GPU Clusters Scheduling for Deep Learning Diandian Gu Xintong Xie Gang Huang Xin Jin Xuanzhe Liu GNN 24 7 0 13 Apr 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR Yuchen Hu Cheng Chen Qiu-shi Zhu Eng Siong Chng 22 15 0 11 Apr 2023
Pyramid Multi-branch Fusion DCNN with Multi-Head Self-Attention for Mandarin Speech Recognition Kai Liu Hailiang Xiong Gangqiang Yang Zhengfeng Du Yewen Cao D. Shah 18 0 0 23 Mar 2023
Bayesian Pseudo-Coresets via Contrastive Divergence Piyush Tiwary Kumar Shubham V. Kashyap Prathosh A.P. 21 3 0 20 Mar 2023
A Deep Learning System for Domain-specific Speech Recognition Yanan Jia 14 2 0 18 Mar 2023
MMFace4D: A Large-Scale Multi-Modal 4D Face Dataset for Audio-Driven 3D Face Animation Haozhe Wu Jia Jia Junliang Xing Hongwei Xu Xiangyuan Wang Jelo Wang CVBM 32 7 0 17 Mar 2023
Toward a Geometric Theory of Manifold Untangling Xin Li Shuo Wang 31 0 0 07 Mar 2023
Speech Modeling with a Hierarchical Transformer Dynamical VAE Xiaoyu Lin Xiaoyu Bie Simon Leglaive Laurent Girin Xavier Alameda-Pineda BDL 39 2 0 07 Mar 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 26 150 0 03 Mar 2023
LiteG2P: A fast, light and high accuracy model for grapheme-to-phoneme conversion Chunfeng Wang Peisong Huang Yuxiang Zou Haoyu Zhang Shichao Liu Xiang Yin Zejun Ma 11 2 0 02 Mar 2023
Defending against Adversarial Audio via Diffusion Model Shutong Wu Jiong Wang Ming-Yu Liu Weili Nie Chaowei Xiao DiffM 40 25 0 02 Mar 2023
Improving Medical Speech-to-Text Accuracy with Vision-Language Pre-training Model Jaeyoung Huh Sangjoon Park Jeonghyeon Lee Jong Chul Ye LM&MA 19 9 0 27 Feb 2023
Factual Consistency Oriented Speech Recognition Naoyuki Kanda Takuya Yoshioka Yang Liu 43 0 0 24 Feb 2023
Speech Privacy Leakage from Shared Gradients in Distributed Learning Zhuohang Li Jiaxin Zhang Jian-Dong Liu FedML 32 1 0 21 Feb 2023
Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition Leyuan Qu C. Weber S. Wermter 11 5 0 20 Feb 2023
E2E Spoken Entity Extraction for Virtual Agents Karan Singla Yeon-Jun Kim S. Bangalore 29 1 0 16 Feb 2023
Stabilising and accelerating light gated recurrent units for automatic speech recognition Adel Moumen Titouan Parcollet 28 3 0 16 Feb 2023
Policy-Induced Self-Supervision Improves Representation Finetuning in Visual RL Sébastien M. R. Arnold Fei Sha SSL 21 0 0 12 Feb 2023
Improving Rare Words Recognition through Homophone Extension and Unified Writing for Low-resource Cantonese Speech Recognition Ho-Lam Chung Junan Li Pengfei Liu1 Wai-Kim Leung Xixin Wu Helen Meng 38 3 0 02 Feb 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
MooseNet: A Trainable Metric for Synthesized Speech with a PLDA Module Ondvrej Plátek Ondrej Dusek 31 2 0 17 Jan 2023
Dataset Distillation: A Comprehensive Review Ruonan Yu Songhua Liu Xinchao Wang DD 53 121 0 17 Jan 2023
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model Dan Bigioi Shubhajit Basak Michał Stypułkowski Maciej Ziȩba H. Jordan R. Mcdonnell Peter Corcoran DiffM VGen 24 35 0 10 Jan 2023
VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Shunhui Ji 18 5 0 20 Dec 2022
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions F. Bonnet Jocelyn Ahmed Mazari Paola Cinnella Patrick Gallinari AI4CE 33 54 0 15 Dec 2022
Fully complex-valued deep learning model for visual perception Aniruddh Sikdar Sumanth Udupa Suresh Sundaram 25 2 0 14 Dec 2022
An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty Zhijie Wang Yuheng Huang Lei Ma Haruki Yokoyama Susumu Tokumoto Kazuki Munakata 29 4 0 13 Dec 2022
Memories are One-to-Many Mapping Alleviators in Talking Face Generation Anni Tang Tianyu He Xuejiao Tan Jun Ling Liang Song CVBM 26 23 0 09 Dec 2022
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition Genshun Wan Tan Liu Hang Chen Jia-Yu Pan Cong Liu Z. Ye SSL 18 0 0 07 Dec 2022
Learning the joint distribution of two sequences using little or no paired data Soroosh Mariooryad Matt Shannon Siyuan Ma Tom Bagby David Kao Daisy Stanton Eric Battenberg RJ Skerry-Ryan 27 2 0 06 Dec 2022
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 79 3,315 0 06 Dec 2022
Remote estimation of geologic composition using interferometric synthetic-aperture radar in California's Central Valley Kyongsik Yun Kyra H Adams J. Reager Zhen Liu Caitlyn Chavez M. Turmon Thomas Lu 17 2 0 04 Dec 2022