Nanxin Chen

According to our database, Nanxin Chen authored at least 48 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition.

Xuan Kan, Yonghui Xiao, Tien-Ju Yang, Nanxin Chen, Rajiv Mathews

CoRR, 2024

Text Injection for Neural Contextual Biasing.

Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran

CoRR, 2024

2023

SLM: Bridge the thin gap between speech and text foundation models.

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

CoRR, 2023

Efficient Adapters for Giant Speech Models.

Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu

CoRR, 2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

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

CoRR, 2023

Noise2Music: Text-conditioned Music Generation with Diffusion Models.

Qingqing Huang, Daniel S. Park, Tao Wang, Timo I. Denk, Andy Ly, Nanxin Chen, Zhengdong Zhang, Zhishuai Zhang, Jiahui Yu, Christian Havnø Frank, Jesse H. Engel, Quoc V. Le, William Chan, Wei Han

CoRR, 2023

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 N. Sainath

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition.

Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2023

From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition.

Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

SLM: Bridge the Thin Gap Between Speech and Text Foundation Models.

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

E3 TTS: Easy End-to-End Diffusion-Based Text To Speech.

Yuan Gao, Nobuyuki Morioka, Yu Zhang, Nanxin Chen

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation.

Nobuyuki Morioka, Heiga Zen, Nanxin Chen, Yu Zhang, Yifan Ding

CoRR, 2022

Maestro-U: Leveraging Joint Speech-Text Representation Learning for Zero Supervised Speech ASR.

Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro J. Moreno, Nanxin Chen

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping.

Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Non-Autoregressive Transformer for Speech Recognition.

Nanxin Chen, Shinji Watanabe, Jesús Villalba, Piotr Zelasko, Najim Dehak

IEEE Signal Process. Lett., 2021

WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis.

Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Align-Denoise: Single-Pass Non-Autoregressive Speech Recognition.

Nanxin Chen, Piotr Zelasko, Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

WaveGrad: Estimating Gradients for Waveform Generation.

Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan

Proceedings of the 9th International Conference on Learning Representations, 2021

Focus on the Present: A Regularization Method for the ASR Source-Target Attention Layer.

Nanxin Chen, Piotr Zelasko, Jesús Villalba, Najim Dehak

Proceedings of the IEEE International Conference on Acoustics, 2021

A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation.

Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations.

Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Leibny Paola García-Perera, Fred Richardson, Réda Dehak, Pedro A. Torres-Carrasquillo, Najim Dehak

Comput. Speech Lang., 2020

Advances in Speaker Recognition for Telephone and Audio-Visual Data: the JHU-MIT Submission for NIST SRE19.

Jesús Antonio Villalba López, Daniel Garcia-Romero, Nanxin Chen, Gregory Sell, Jonas Borgstrom, Alan McCree, Leibny Paola García-Perera, Saurabh Kataria, Phani Sankar Nidadavolu, Pedro Torres-Carrasquiilo, Najim Dehak

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict.

Yosuke Higuchi, Shinji Watanabe, Nanxin Chen, Tetsuji Ogawa, Tetsunori Kobayashi

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Robust Training of Vector Quantized Bottleneck Models.

Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Improving Language Identification for Multilingual Speakers.

Andrew Titus, Jan Silovský, Nanxin Chen, Roger Hsiao, Mary Young, Arnab Ghoshal

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

X-Vectors Meet Emotions: A Study On Dependencies Between Emotion and Speaker Recognition.

Raghavendra Pappagari, Tianzi Wang, Jesús Villalba, Nanxin Chen, Najim Dehak

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Feature Enhancement with Deep Feature Losses for Speaker Verification.

Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, L. Paola García-Perera, Najim Dehak

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Zero-Shot Multi-Speaker Text-To-Speech with State-Of-The-Art Neural Speaker Embeddings.

Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Fuming Fang, Xin Wang, Nanxin Chen, Junichi Yamagishi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Listen and Fill in the Missing Letters: Non-Autoregressive Transformer for Speech Recognition.

Nanxin Chen, Shinji Watanabe, Jesús Villalba, Najim Dehak

CoRR, 2019

State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18.

Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Fred Richardson, Suwon Shon, François Grondin, Réda Dehak, Leibny Paola García-Perera, Daniel Povey, Pedro A. Torres-Carrasquillo, Sanjeev Khudanpur, Najim Dehak

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

The JHU Speaker Recognition System for the VOiCES 2019 Challenge.

David Snyder, Jesús Villalba, Nanxin Chen, Daniel Povey, Gregory Sell, Najim Dehak, Sanjeev Khudanpur

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks.

Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Tied Mixture of Factor Analyzers Layer to Combine Frame Level Representations in Neural Speaker Embeddings.

Nanxin Chen, Jesús Villalba, Najim Dehak

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

A Comparative Study on Transformer vs RNN in Speech Applications.

Shigeki Karita, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Age Estimation in Short Speech Utterances Based on LSTM Recurrent Neural Networks.

Rubén Zazo-Candil, Phani Sankar Nidadavolu, Nanxin Chen, Joaquin Gonzalez-Rodriguez, Najim Dehak

IEEE Access, 2018

The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System.

Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

ESPnet: End-to-End Speech Processing Toolkit.

Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

End-to-end Deep Neural Network Age Estimation.

Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur, Najim Dehak

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

An Investigation of Non-linear i-vectors for Speaker Verification.

Nanxin Chen, Jesús Villalba, Najim Dehak

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Measuring Uncertainty in Deep Regression Models: The Case of Age Estimation from Speech.

Nanxin Chen, Jesús Villalba, Yishay Carmiel, Najim Dehak

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep Feature Engineering for Noise Robust Spoofing Detection.

Yanmin Qian, Nanxin Chen, Heinrich Dinkel, Zhizheng Wu

IEEE ACM Trans. Audio Speech Lang. Process., 2017

End-to-end spoofing detection with raw waveform CLDNNS.

Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Kai Yu

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Deep features for automatic spoofing detection.

Yanmin Qian, Nanxin Chen, Kai Yu

Speech Commun., 2016

Overview of BTAS 2016 speaker anti-spoofing competition.

Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio Olmos Simões, Mário Uliani Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah

Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015

Deep feature for text-dependent speaker verification.

Yuan Liu, Yanmin Qian, Nanxin Chen, Tianfan Fu, Ya Zhang, Kai Yu

Speech Commun., 2015

Multi-task learning for text-dependent speaker verification.

Nanxin Chen, Yanmin Qian, Kai Yu

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Robust deep feature for spoofing detection - the SJTU system for ASVspoof 2015 challenge.

Nanxin Chen, Yanmin Qian, Heinrich Dinkel, Bo Chen, Kai Yu

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014

Development of Early-Warning Model for Intensive Pig Breeding.

Nanxin Chen, Qingling Duan, Jianqin Wang, Ruizhi Sun

Proceedings of the Computer and Computing Technologies in Agriculture VIII, 2014