Christian Fuegen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 69

Top Topics

Transfer Learning

Speech Recognition

Semantic Distance

Top Venues

Publications

Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective internal language model training and fusion for factorized transducer model. CoRR (2024)
Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. CoRR (2024)
Ju Lin, Niko Moritz, Yiteng Huang, Ruiming Xie, Ming Sun, Christian Fuegen, Frank Seide
AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition. ICASSP (2024)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. NAACL-HLT (2024)
Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen
End-to-End Speech Recognition Contextualization with Large Language Models. ICASSP (2024)
Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective Internal Language Model Training and Fusion for Factorized Transducer Model. ICASSP (2024)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. ICASSP (2024)
Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen
End-to-End Speech Recognition Contextualization with Large Language Models. CoRR (2023)
Ju Lin, Niko Moritz, Ruiming Xie, Kaustubh Kalgaonkar, Christian Fuegen, Frank Seide
Directional Speech Recognition for Speaker Disambiguation and Cross-talk Suppression. INTERSPEECH (2023)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data. CoRR (2023)
Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen
SynthVSR: Scaling Up Visual Speech RecognitionWith Synthetic Supervision. CVPR (2023)
Xubo Liu, Egor Lakomkin, Konstantinos Vougioukas, Pingchuan Ma, Honglie Chen, Ruiming Xie, Morrie Doulaty, Niko Moritz, Jáchym Kolár, Stavros Petridis, Maja Pantic, Christian Fuegen
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision. CoRR (2023)
Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic
Streaming Audio-Visual Speech Recognition with Alignment Regularization. INTERSPEECH (2023)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. INTERSPEECH (2022)
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. SLT (2022)
Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic
Streaming Audio-Visual Speech Recognition with Alignment Regularization. CoRR (2022)
Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition. CoRR (2022)
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR (2022)
Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. INTERSPEECH (2022)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios. Interspeech (2021)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. Interspeech (2021)
Anurag Kumar, Yun Wang, Vamsi Krishna Ithapu, Christian Fuegen
Do sound event representations generalize to other audio tasks? A case study in audio transfer learning. CoRR (2021)
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech (2021)
Ju Lin, Yun Wang, Kaustubh Kalgaonkar, Gil Keren, Didi Zhang, Christian Fuegen
A Time-Domain Convolutional Recurrent Network for Packet Loss Concealment. ICASSP (2021)
Ju Lin, Yun Wang, Kaustubh Kalgaonkar, Gil Keren, Didi Zhang, Christian Fuegen
A Two-Stage Approach to Speech Bandwidth Extension. Interspeech (2021)
Alex Xiao, Christian Fuegen, Abdelrahman Mohamed
Contrastive Semi-supervised Learning for ASR. CoRR (2021)
Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra
Memory-efficient Speech Recognition on Smart Devices. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. CoRR (2021)
Chunyang Wu, Zhiping Xiu, Yangyang Shi, Ozlem Kalinli, Christian Fuegen, Thilo Köhler, Qing He
Transformer-Based Acoustic Modeling for Streaming Speech Synthesis. Interspeech (2021)
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR (2021)
Alex Xiao, Christian Fuegen, Abdelrahman Mohamed
Contrastive Semi-Supervised Learning for ASR. ICASSP (2021)
Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Dynamic Encoder Transducer: A Flexible Solution for Trading Off Accuracy for Latency. Interspeech (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. Interspeech (2021)
Anurag Kumar, Yun Wang, Vamsi Krishna Ithapu, Christian Fuegen
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning. Interspeech (2021)
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR (2021)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios. CoRR (2021)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. ICASSP (2021)
Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
Deep Shallow Fusion for RNN-T Personalization. SLT (2021)
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. CoRR (2021)
Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra
Memory-Efficient Speech Recognition on Smart Devices. ICASSP (2021)
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
Alignment Restricted Streaming Recurrent Neural Network Transducer. SLT (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. CoRR (2021)
Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency. CoRR (2021)
Yang Gao, Weiyi Zheng, Zhaojun Yang, Thilo Köhler, Christian Fuegen, Qing He
Interactive Text-to-Speech via Semi-supervised Style Transfer Learning. CoRR (2020)
Duc Le, Thilo Köhler, Christian Fuegen, Michael L. Seltzer
G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. ICASSP (2020)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer
Weak-Attention Suppression for Transformer Based Speech Recognition. INTERSPEECH (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large scale weakly and semi-supervised learning for low-resource video ASR. CoRR (2020)
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer
Weak-Attention Suppression For Transformer Based Speech Recognition. CoRR (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR. INTERSPEECH (2020)
Yang Gao, Weiyi Zheng, Zhaojun Yang, Thilo Köhler, Christian Fuegen, Qing He
Interactive Text-to-Speech System via Joint Style Analysis. INTERSPEECH (2020)
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
Transformer-Based Acoustic Modeling for Hybrid Speech Recognition. ICASSP (2020)
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
Alignment Restricted Streaming Recurrent Neural Network Transducer. CoRR (2020)
Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
Deep Shallow Fusion for RNN-T Personalization. CoRR (2020)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. CoRR (2020)
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
Libri-Light: A Benchmark for ASR with Limited or No Supervision. ICASSP (2020)
Weipeng He, Lu Lu, Biqiao Zhang, Jay Mahadeokar, Kaustubh Kalgaonkar, Christian Fuegen
Spatial Attention for Far-Field Speech Recognition with Deep Beamforming Neural Networks. ICASSP (2020)
Mahaveer Jain, Kjell Schubert, Jay Mahadeokar, Ching-Feng Yeh, Kaustubh Kalgaonkar, Anuroop Sriram, Christian Fuegen, Michael L. Seltzer
RNN-T For Latency Controlled ASR With Improved Beam Search. CoRR (2019)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR. INTERSPEECH (2019)
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
Libri-Light: A Benchmark for ASR with Limited or No Supervision. CoRR (2019)
Duc Le, Thilo Köhler, Christian Fuegen, Michael L. Seltzer
G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR. CoRR (2019)
Weipeng He, Lu Lu, Biqiao Zhang, Jay Mahadeokar, Kaustubh Kalgaonkar, Christian Fuegen
Spatial Attention for Far-field Speech Recognition with Deep Beamforming Neural Networks. CoRR (2019)
Ching-Feng Yeh, Jay Mahadeokar, Kaustubh Kalgaonkar, Yongqiang Wang, Duc Le, Mahaveer Jain, Kjell Schubert, Christian Fuegen, Michael L. Seltzer
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention. CoRR (2019)
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
Transformer-based Acoustic Modeling for Hybrid Speech Recognition. CoRR (2019)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
End-to-end Contextual Speech Recognition Using Class Language Models and a Token Passing Decoder. ICASSP (2019)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
End-to-end contextual speech recognition using class language models and a token passing decoder. CoRR (2018)
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio
Towards end-to-end spoken language understanding. CoRR (2018)
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio
Towards End-to-end Spoken Language Understanding. ICASSP (2018)