Nanxin Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 62

Top Topics

Speaker Recognition

Text Representation

Iterative Refinement

Top Venues

Publications

Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran
Text Injection for Neural Contextual Biasing. CoRR (2024)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. ICASSP (2023)
Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH (2023)
Yuan Gao, Nobuyuki Morioka, Yu Zhang, Nanxin Chen
E3 TTS: Easy End-to-End Diffusion-based Text to Speech. CoRR (2023)
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
SLM: Bridge the thin gap between speech and text foundation models. CoRR (2023)
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
Noise2Music: Text-conditioned Music Generation with Diffusion Models. CoRR (2023)
Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu
Efficient Adapters for Giant Speech Models. CoRR (2023)
Yuan Gao, Nobuyuki Morioka, Yu Zhang, Nanxin Chen
E3 TTS: Easy End-to-End Diffusion-Based Text To Speech. ASRU (2023)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. ICASSP (2023)
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
SLM: Bridge the Thin Gap Between Speech and Text Foundation Models. ASRU (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)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. CoRR (2023)
Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
How to Estimate Model Transferability of Pre-Trained Speech Models? 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)
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)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. CoRR (2022)
Nobuyuki Morioka, Heiga Zen, Nanxin Chen, Yu Zhang, Yifan Ding
Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation. CoRR (2022)
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. CoRR (2022)
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. INTERSPEECH (2022)
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan
WaveGrad: Estimating Gradients for Waveform Generation. ICLR (2021)
Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation. ASRU (2021)
Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation. CoRR (2021)
Nanxin Chen, Shinji Watanabe, Jesús Villalba, Piotr Zelasko, Najim Dehak
Non-Autoregressive Transformer for Speech Recognition. IEEE Signal Process. Lett. 28 (2021)
Nanxin Chen, Piotr Zelasko, Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak
Align-Denoise: Single-Pass Non-Autoregressive Speech Recognition. Interspeech (2021)
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan
WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. Interspeech (2021)
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan
WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. CoRR (2021)
Nanxin Chen, Piotr Zelasko, Jesús Villalba, Najim Dehak
Focus on the Present: A Regularization Method for the ASR Source-Target Attention Layer. ICASSP (2021)
Andrew Titus, Jan Silovský, Nanxin Chen, Roger Hsiao, Mary Young, Arnab Ghoshal
Improving Language Identification for Multilingual Speakers. ICASSP (2020)
Nanxin Chen, Piotr Zelasko, Jesús Villalba, Najim Dehak
Focus on the present: a regularization method for the ASR source-target attention layer. CoRR (2020)
Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Kai Yu
End-to-end spoofing detection with raw waveform CLDNNs. CoRR (2020)
Andrew Titus, Jan Silovský, Nanxin Chen, Roger Hsiao, Mary Young, Arnab Ghoshal
Improving Language Identification for Multilingual Speakers. CoRR (2020)
Yosuke Higuchi, Shinji Watanabe, Nanxin Chen, Tetsuji Ogawa, Tetsunori Kobayashi
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict. INTERSPEECH (2020)
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
Advances in Speaker Recognition for Telephone and Audio-Visual Data: the JHU-MIT Submission for NIST SRE19. Odyssey (2020)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, L. Paola García-Perera, Najim Dehak
Feature Enhancement with Deep Feature Losses for Speaker Verification. ICASSP (2020)
Erica Cooper, Cheng-I Lai, Yusuke Yasuda, Fuming Fang, Xin Wang, Nanxin Chen, Junichi Yamagishi
Zero-Shot Multi-Speaker Text-To-Speech with State-Of-The-Art Neural Speaker Embeddings. ICASSP (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. IJCNN (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. CoRR (2020)
Raghavendra Pappagari, Tianzi Wang, Jesús Villalba, Nanxin Chen, Najim Dehak
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition. CoRR (2020)
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
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations. Comput. Speech Lang. 60 (2020)
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan
WaveGrad: Estimating Gradients for Waveform Generation. CoRR (2020)
Raghavendra Pappagari, Tianzi Wang, Jesús Villalba, Nanxin Chen, Najim Dehak
X-Vectors Meet Emotions: A Study On Dependencies Between Emotion and Speaker Recognition. ICASSP (2020)
Yosuke Higuchi, Shinji Watanabe, Nanxin Chen, Tetsuji Ogawa, Tetsunori Kobayashi
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict. CoRR (2020)
Nanxin Chen, Shinji Watanabe, Jesús Villalba, Najim Dehak
Listen and Fill in the Missing Letters: Non-Autoregressive Transformer for Speech Recognition. CoRR (2019)
Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. CoRR (2019)
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang
A Comparative Study on Transformer vs RNN in Speech Applications. CoRR (2019)
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
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. INTERSPEECH (2019)
David Snyder, Jesús Villalba, Nanxin Chen, Daniel Povey, Gregory Sell, Najim Dehak, Sanjeev Khudanpur
The JHU Speaker Recognition System for the VOiCES 2019 Challenge. INTERSPEECH (2019)
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
A Comparative Study on Transformer vs RNN in Speech Applications. ASRU (2019)
Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks. INTERSPEECH (2019)
Nanxin Chen, Jesús Villalba, Najim Dehak
Tied Mixture of Factor Analyzers Layer to Combine Frame Level Representations in Neural Speaker Embeddings. INTERSPEECH (2019)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, Paola García, Najim Dehak
Feature Enhancement with Deep Feature Losses for Speaker Verification. CoRR (2019)
Rubén Zazo-Candil, Phani Sankar Nidadavolu, Nanxin Chen, Joaquin Gonzalez-Rodriguez, Najim Dehak
Age Estimation in Short Speech Utterances Based on LSTM Recurrent Neural Networks. IEEE Access 6 (2018)
Nanxin Chen, Jesús Villalba, Najim Dehak
An Investigation of Non-linear i-vectors for Speaker Verification. INTERSPEECH (2018)
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
ESPnet: End-to-End Speech Processing Toolkit. INTERSPEECH (2018)
Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak
The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System. Odyssey (2018)
Nanxin Chen, Jesús Villalba, Yishay Carmiel, Najim Dehak
Measuring Uncertainty in Deep Regression Models: The Case of Age Estimation from Speech. ICASSP (2018)
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
ESPnet: End-to-End Speech Processing Toolkit. CoRR (2018)
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur, Najim Dehak
End-to-end Deep Neural Network Age Estimation. INTERSPEECH (2018)
Yanmin Qian, Nanxin Chen, Heinrich Dinkel, Zhizheng Wu
Deep Feature Engineering for Noise Robust Spoofing Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Kai Yu
End-to-end spoofing detection with raw waveform CLDNNS. ICASSP (2017)
Yanmin Qian, Nanxin Chen, Kai Yu
Deep features for automatic spoofing detection. Speech Commun. 85 (2016)
Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio O. Simões, M. U. Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah
Overview of BTAS 2016 speaker anti-spoofing competition. BTAS (2016)
Nanxin Chen, Yanmin Qian, Kai Yu
Multi-task learning for text-dependent speaker verification. INTERSPEECH (2015)
Yuan Liu, Yanmin Qian, Nanxin Chen, Tianfan Fu, Ya Zhang, Kai Yu
Deep feature for text-dependent speaker verification. Speech Commun. 73 (2015)
Nanxin Chen, Yanmin Qian, Heinrich Dinkel, Bo Chen, Kai Yu
Robust deep feature for spoofing detection - the SJTU system for ASVspoof 2015 challenge. INTERSPEECH (2015)
Nanxin Chen, Qingling Duan, Jianqin Wang, Ruizhi Sun
Development of Early-Warning Model for Intensive Pig Breeding. CCTA (2014)