Abdelrahman Mohamed

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 105

Top Venues

CoRR

ICASSP

INTERSPEECH

ACL (1)

Publications

Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Cheol Jun Cho, Abdelrahman Mohamed, Shang-Wen Li, Alan W. Black, Gopala Krishna Anumanchipalli
SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in Hubert. ICASSP (2024)
Cheol Jun Cho, Abdelrahman Mohamed, Alan W. Black, Gopala Krishna Anumanchipalli
Self-Supervised Models of Speech Infer Universal Articulatory Kinematics. ICASSP (2024)
Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering. CoRR (2024)
Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks. CoRR (2024)
Yuan Tseng, Layne Berry, Yiting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Poyao Huang, Chun-Mao Lai, Shang-Wen Li, David Harwath, Yu Tsao, Abdelrahman Mohamed, Chi-Luen Feng, Hung-Yi Lee
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. ICASSP (2024)
Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-Yi Lee, Lin-Shan Lee
SpeechDPR: End-To-End Spoken Passage Retrieval For Open-Domain Spoken Question Answering. ICASSP (2024)
Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. CoRR (2024)
Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks. ACL (1) (2024)
Puyuan Peng, Po-Yao Huang, Shang-Wen Li, Abdelrahman Mohamed, David Harwath
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. ACL (1) (2024)
Puyuan Peng, Po-Yao Huang, Daniel Li, Abdelrahman Mohamed, David Harwath
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. CoRR (2024)
Abdelrahman Mohamed, Fakhraddin Alwajih, El Moatez Billah Nagoudi, Alcides Alcoba Inciarte, Muhammad Abdul-Mageed
Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder. CoRR (2023)
Ali Elkahky, Wei-Ning Hsu, Paden Tomasello, Tu Anh Nguyen, Robin Algayres, Yossi Adi, Jade Copet, Emmanuel Dupoux, Abdelrahman Mohamed
Do Coarser Units Benefit Cluster Prediction-Based Speech Pre-Training? ICASSP (2023)
Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed
LegoNN: Building Modular Encoder-Decoder Models. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Po-Chun Hsu, Ali Elkahky, Wei-Ning Hsu, Yossi Adi, Tu Anh Nguyen, Jade Copet, Emmanuel Dupoux, Hung-yi Lee, Abdelrahman Mohamed
Low-Resource Self-Supervised Learning with SSL-Enhanced TTS. CoRR (2023)
Jiatong Shi, Dan Berrebbi, William Chen, Ho-Lam Chung, En-Pei Hu, Wei-Ping Huang, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. CoRR (2023)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. ICASSP (2023)
Anuj Diwan, Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Eunsol Choi, David Harwath, Abdelrahman Mohamed
Continual Learning for On-Device Speech Recognition Using Disentangled Conformers. ICASSP (2023)
Cheol Jun Cho, Abdelrahman Mohamed, Alan W. Black, Gopala Krishna Anumanchipalli
Self-Supervised Models of Speech Infer Universal Articulatory Kinematics. CoRR (2023)
Abdelrahman Mohamed, Rushali Grandhe, K. J. Joseph, Salman H. Khan, Fahad Shahbaz Khan
Former: Debiased Dual Distilled Transformer for Incremental Learning. CVPR Workshops (2023)
Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chuang, Xuankai Chang, Yuxun Tang, Shang-Wen Li, Abdelrahman Mohamed, Hung-Yi Lee, Shinji Watanabe
Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And Beyond. ASRU (2023)
Yuan Tseng, Layne Berry, Yi-Ting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Po-Yao Huang, Chun-Mao Lai, Shang-Wen Li, David Harwath, Yu Tsao, Shinji Watanabe, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. CoRR (2023)
Puyuan Peng, Shang-Wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model. INTERSPEECH (2023)
Puyuan Peng, Shang-Wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Mode. CoRR (2023)
Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoît Sagot, Abdelrahman Mohamed, Emmanuel Dupoux
Generative Spoken Dialogue Language Modeling. Trans. Assoc. Comput. Linguistics 11 (2023)
Cheol Jun Cho, Abdelrahman Mohamed, Shang-Wen Li, Alan W. Black, Gopala Krishna Anumanchipalli
SD-HuBERT: Self-Distillation Induces Syllabic Organization in HuBERT. CoRR (2023)
Jiatong Shi, Dan Berrebbi, William Chen, En-Pei Hu, Wei-Ping Huang, Ho-Lam Chung, Xuankai Chang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. INTERSPEECH (2023)
Dong Yu, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed
Twenty-Five Years of Evolution in Speech and Language Processing. IEEE Signal Process. Mag. 40 (5) (2023)
Cheol Jun Cho, Peter Wu, Abdelrahman Mohamed, Gopala Krishna Anumanchipalli
Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech. ICASSP (2023)
Abdelrahman Mohamed, Fakhraddin Alwajih, El Moatez Billah Nagoudi, Alcides Alcoba Inciarte, Muhammad Abdul-Mageed
Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder. ArabicNLP (2023)
Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Abdelrahman Mohamed
Efficient Speech Representation Learning with Low-Bit Quantization. CoRR (2023)
Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chung, Xuankai Chang, Yuxun Tang, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond. CoRR (2023)
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) (2022)
Anuj Diwan, Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Eunsol Choi, David Harwath, Abdelrahman Mohamed
Continual Learning for On-Device Speech Recognition using Disentangled Conformers. CoRR (2022)
Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed
Robust Self-Supervised Audio-Visual Speech Recognition. CoRR (2022)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. CoRR (2022)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. CoRR (2022)
Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee
Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. SLT (2022)
Hashmat Shadab Malik, Ikboljon Sobirov, Abdelrahman Mohamed
Object Detection in Aerial Images: What Improves the Accuracy? CoRR (2022)
Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael Rabbat, Maziar Sanjabi, Lin Xiao
Federated Learning with Partial Model Personalization. CoRR (2022)
Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdelrahman Mohamed, Philip C. Woodland
Biased Self-supervised learning for ASR. CoRR (2022)
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR (2022)
Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction. CoRR (2022)
Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction. ICLR (2022)
Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT. INTERSPEECH (2022)
Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi
Textless Speech Emotion Conversion using Discrete & Decomposed Representations. EMNLP (2022)
Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. Trans. Assoc. Comput. Linguistics 10 (2022)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu
Text-Free Prosody-Aware Generative Spoken Language Modeling. ACL (1) (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR (2022)
Cheol Jun Cho, Peter Wu, Abdelrahman Mohamed, Gopala Krishna Anumanchipalli
Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech. CoRR (2022)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Annie Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. INTERSPEECH (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) (2022)
Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT. CoRR (2022)
Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael Rabbat, Maziar Sanjabi, Lin Xiao
Federated Learning with Partial Model Personalization. ICML (2022)
Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. CoRR (2022)
Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoît Sagot, Abdelrahman Mohamed, Emmanuel Dupoux
Generative Spoken Dialogue Language Modeling. CoRR (2022)
Hung-Yi Lee, Shinji Watanabe, Karen Livescu, Abdelrahman Mohamed, Tara N. Sainath
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. CoRR (2022)
Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi
textless-lib: a Library for Textless Spoken Language Processing. CoRR (2022)
Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed
LegoNN: Building Modular Encoder-Decoder Models. CoRR (2022)
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossi Adi, Robin Algayres, Tu Ahn Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
Stop: A Dataset for Spoken Task Oriented Semantic Parsing. SLT (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)
Abdelrahman Mohamed, Rushali Grandhe, K. J. Joseph, Salman Khan, Fahad Shahbaz Khan
Former: Debiased Dual Distilled Transformer for Incremental Learning. CoRR (2022)
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossef Mordechay, Robin Algayres, Tu Anh Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
STOP: A dataset for Spoken Task Oriented Semantic Parsing. CoRR (2022)
Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed
Robust Self-Supervised Audio-Visual Speech Recognition. INTERSPEECH (2022)
Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. CoRR (2022)
Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed
Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training? ICASSP (2021)
Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi
Textless Speech Emotion Conversion using Decomposed and Discrete Representations. CoRR (2021)
Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations. CoRR (2021)
Alex Xiao, Christian Fuegen, Abdelrahman Mohamed
Contrastive Semi-supervised Learning for ASR. CoRR (2021)
Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech processing Universal PERformance Benchmark. CoRR (2021)
Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations. Interspeech (2021)
Alex Xiao, Christian Fuegen, Abdelrahman Mohamed
Contrastive Semi-Supervised Learning for ASR. ICASSP (2021)
Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition. ASRU (2021)
Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition. CoRR (2021)
Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu
Text-Free Prosody-Aware Generative Spoken Language Modeling. CoRR (2021)
Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. CoRR (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)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech (2021)
Alexei Baevski, Abdelrahman Mohamed
Effectiveness of Self-Supervised Pre-Training for ASR. ICASSP (2020)
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. ACL (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)
Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. 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)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR Models By Generation of Contextual Information. ICASSP (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)
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)
Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, Michael Auli
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. NeurIPS (2020)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR (2020)
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. CoRR (2019)
Abdelrahman Mohamed, Dmytro Okhonko, Luke Zettlemoyer
Transformers with convolutional context for ASR. CoRR (2019)
Alexei Baevski, Michael Auli, Abdelrahman Mohamed
Effectiveness of self-supervised pre-training for speech recognition. CoRR (2019)
Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, Luke Zettlemoyer
Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models. CoRR (2019)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR models by Generation of Contextual Information. CoRR (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)
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)
Islam S. M. Khalil, Dalia Mahdy, Ahmed El Sharkawy, Ramez R. Moustafa, Ahmet Fatih Tabak, Mohamed E. Mitwally, Sarah Hesham, Nabila Hamdi, Anke Klingner, Abdelrahman Mohamed, Metin Sitti
Mechanical Rubbing of Blood Clots Using Helical Robots Under Ultrasound Guidance. IEEE Robotics Autom. Lett. 3 (2) (2018)

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Publication Activity (10 Years)

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Abdelrahman Mohamed