Pedro J. Moreno

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Speech Recognition

Automatic Speech Recognition

Top Venues

Publications

Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. CoRR (2024)
Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. ICASSP (2024)
Tongzhou Chen, Cyril Allauzen, Yinghui Huang, Daniel S. Park, David Rybach, W. Ronny Huang, Rodrigo Cabrera, Kartik Audhkhasi, Bhuvana Ramabhadran, Pedro J. Moreno, Michael Riley
Large-Scale Language Model Rescoring on Long-Form Data. ICASSP (2023)
Kartik Audhkhasi, Brian Farris, Bhuvana Ramabhadran, Pedro J. Moreno
Modular Conformer Training for Flexible End-to-End ASR. ICASSP (2023)
Tongzhou Chen, Cyril Allauzen, Yinghui Huang, Daniel S. Park, David Rybach, W. Ronny Huang, Rodrigo Cabrera, Kartik Audhkhasi, Bhuvana Ramabhadran, Pedro J. Moreno, Michael Riley
Large-scale Language Model Rescoring on Long-form Data. CoRR (2023)
Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR (2023)
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. CoRR (2022)
Kartik Audhkhasi, Yinghui Huang, Bhuvana Ramabhadran, Pedro J. Moreno
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition. CoRR (2022)
Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno
Modular Hybrid Autoregressive Transducer. CoRR (2022)
Fadi Biadsy, Youzheng Chen, Xia Zhang, Oleg Rybakov, Andrew Rosenberg, Pedro J. Moreno
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization. INTERSPEECH (2022)
Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno
Modular Hybrid Autoregressive Transducer. SLT (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Gary Wang
Tts4pretrain 2.0: Advancing the use of Text and Speech in ASR Pretraining with Consistency and Contrastive Losses. ICASSP (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)
Kartik Audhkhasi, Yinghui Huang, Bhuvana Ramabhadran, Pedro J. Moreno
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition. INTERSPEECH (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)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen
MAESTRO: Matched Speech Text Representations through Modality Matching. INTERSPEECH (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. CoRR (2022)
Fadi Biadsy, Youzheng Chen, Xia Zhang, Oleg Rybakov, Andrew Rosenberg, Pedro J. Moreno
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization. CoRR (2022)
Neeraj Gaur, Tongzhou Chen, Ehsan Variani, Parisa Haghani, Bhuvana Ramabhadran, Pedro J. Moreno
Multilingual Second-Pass Rescoring for Automatic Speech Recognition Systems. ICASSP (2022)
Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran, Yu Zhang, Pedro J. Moreno
Ask2Mask: Guided Data Selection for Masked Speech Modeling. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen
MAESTRO: Matched Speech Text Representations through Modality Matching. CoRR (2022)
Gary Wang, Andrew Rosenberg, Bhuvana Ramabhadran, Fadi Biadsy, Jesse Emond, Yinghui Huang, Pedro J. Moreno
Non-Parallel Voice Conversion for ASR Augmentation. INTERSPEECH (2022)
Zhehuai Chen, Andrew Rosenberg, Yu Zhang, Heiga Zen, Mohammadreza Ghodsi, Yinghui Huang, Jesse Emond, Gary Wang, Bhuvana Ramabhadran, Pedro J. Moreno
Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation. Interspeech (2021)
Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen, Liyang Jiang, Fang Chu, Rohan Doshi, Pedro J. Moreno
Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech. Interspeech (2021)
Isabel Leal, Neeraj Gaur, Parisa Haghani, Brian Farris, Pedro J. Moreno, Manasa Prasad, Bhuvana Ramabhadran, Yun Zhu
Self-Adaptive Distillation for Multilingual Speech Recognition: Leveraging Student Independence. Interspeech (2021)
Kartik Audhkhasi, Tongzhou Chen, Bhuvana Ramabhadran, Pedro J. Moreno
Mixture Model Attention: Flexible Streaming and Non-Streaming Automatic Speech Recognition. Interspeech (2021)