Google at ICASSP 2024

Unintended Memorization in Large ASR Models, and How to Mitigate It
Lun Wang, Om Thakkar, Rajiv Mathews

Retrieval Augmented End-to-End Spoken Dialog Models
Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey

Improving Acoustic Echo Cancellation for Voice Assistants Using Neural Echo Suppression and Multi-Microphone Noise
Jens Heitkaemper, Arun Narayanan, Turaj Zakizadeh Shabestary, Sankaran Panchapagesan, James Walker, Bhalchandra Gajare, Shlomi Regev, Ajay Dudani, Alexander Gruenstein

Large Scale Self-Supervised Pre-training for Active Speaker Detection
Otavio Braga, Wei Xia, Keith Johnson, Alice Chuang, Yunfan Ye, Olivier Siohan, Tuan Nguyen

Unsupervised Multi-Channel Separation and Adaptation
Cong Han*, Kevin Wilson, Scott Wisdom, John Hershey

StreamVC: Real-Time Low-Latency Voice Conversion
Yang Yang, Yury Kartynnik, Yunpeng Li, Jiuqiang Tang, Xing Li, George Sung, Matthias Grundmann

Quantifying the Effect of Simulator-Based Data Augmentation for Speech Recognition on Augmented Reality Glasses
Riku Arakawa, Mathieu Parvaix, Chiong Lai, Hakan Erdogan, Alex Olwal

Task Vector Algebra for ASR Models
Gowtham Ramesh*, Kartik Audhkhasi, Bhuvana Ramabhadran

Nomad: Unsupervised Learning of Perceptual Embeddings for Speech Enhancement and Non-matching Reference Audio Quality Assessment
Alessandro Ragano, Jan Skoglund, Andrew Hines

Augmenting Conformers with Structured State-Space Sequence Models for Online Speech Recognition
Haozhe Shan*, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara Sainath

Binaural Angular Separation Network
Yang Yang, George Sung, Shao-Fu Shih, Hakan Erdogan, Chehung Lee, Matthias Grundmann

Improving Speech Recognition for African American English with Audio Classification
Shefali Garg, Zhouyuan Huo, Khe Chai Sim, Suzan Schwartz, Mason Chua, Alëna Aksënova, Tsendsuren Munkhdalai, Levi King, Darryl Wright, Zion Mengesha, Dongseong Hwang, Tara Sainath, Françoise Beaufays, Pedro Moreno Mengibar

Monte Carlo Self-Training for Speech Recognition
Anshuman Tripathi, Soheil Khorram, Han Lu, Jaeyoung Kim, Qian Zhang, Hasim Sak

T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image
Shijie Zhang, Boyan Jiang, Keke He, Junwei Zhu, Ying Tai, Chengjie Wang, Yinda Zhang, Yanwei Fu

Large Language Models as a Proxy for Human Evaluation in Assessing the Comprehensibility of Disordered Speech Transcription
Katrin Tomanek, Jimmy Tobin, Subhashini Venugopalan, Richard Cave, Katie Seaver, Jordan R. Green, Rus Heywood

USM-SCD: Multilingual Speaker Change Detection Based on Large Pretrained Foundation Models
Guanlong Zhao, Yongqiang Wang*, Jason Pelecanos, Yu Zhang*, Hank Liao, Yiling Huang, Han Lu, Quan Wang

Multimodal Modeling for Spoken Language Identification
Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa

Efficient Adapter Fine-Tuning for Tail Languages in Streaming Multilingual ASR
Junwen Bai, Bo Li, Qiujia Li, Tara Sainath, Trevor Strohman

TRANSLATOTRON 3: Speech to Speech Translation with Monolingual Data
Eliya Nachmani, Alon Levkovitch*, Yifan Ding, Chulayuth Asawaroengchai, Heiga Zen, Michelle Tadmor Ramanovich

A Comparison of Parameter-Efficient ASR Domain Adaptation Methods for Universal Speech and Language Models
Khe Chai Sim, Zhouyuan Huo, Tsendsuren Munkhdalai, Nikhil Siddhartha, Adam Stooke, Zhong Meng, Bo Li, Tara Sainath

CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds
David Budaghyan, Charles Onu, Arsenii Gorin, Cem Subakan, Doina Precup

Noise Masking Attacks and Defenses for Pre-Trained Speech Models
Matthew Jagielski, Om Thakkar, Lun Wang

Efficient Learned Image Compression with Selective Kernel Residual Module and Channel-wise Causal Context Model
Haisheng Fu, Feng Liang, Jie Liang, Zhenman Fang, Guohe Zhang, Jingning Han

Fedaqt: Accurate Quantized Training with Federated Learning
Renkun Ni, Yonghui Xiao, Phoenix Meadowlark, Oleg Rybakov, Tom Goldstein, Ananda Theertha Suresh, Ignacio Lopez Moreno, Mingqing Chen, Rajiv Mathews