Abdel-rahman Mohamed

According to our database, Abdel-rahman Mohamed authored at least 96 papers between 2010 and 2024.

Collaborative distances:

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

2024

VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild.

Puyuan Peng, Po-Yao Huang, Daniel Li, Abdelrahman Mohamed, David Harwath

CoRR, 2024

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks.

Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed

CoRR, 2024

SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering.

Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee

CoRR, 2024

2023

Twenty-Five Years of Evolution in Speech and Language Processing.

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

IEEE Signal Process. Mag., July, 2023

LegoNN: Building Modular Encoder-Decoder Models.

Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed

IEEE ACM Trans. Audio Speech Lang. Process., 2023

SD-HuBERT: Self-Distillation Induces Syllabic Organization in HuBERT.

Cheol Jun Cho, Abdelrahman Mohamed, Shang-Wen Li, Alan W. Black, Gopala Krishna Anumanchipalli

CoRR, 2023

Self-Supervised Models of Speech Infer Universal Articulatory Kinematics.

Cheol Jun Cho, Abdelrahman Mohamed, Alan W. Black, Gopala Krishna Anumanchipalli

CoRR, 2023

Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond.

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

CoRR, 2023

Low-Resource Self-Supervised Learning with SSL-Enhanced TTS.

Po-Chun Hsu, Ali Elkahky, Wei-Ning Hsu, Yossi Adi, Tu Anh Nguyen, Jade Copet, Emmanuel Dupoux, Hung-yi Lee, Abdelrahman Mohamed

CoRR, 2023

AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models.

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

CoRR, 2023

Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Mode.

Puyuan Peng, Shang-Wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath

CoRR, 2023

ML-SUPERB: Multilingual Speech Universal PERformance Benchmark.

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

CoRR, 2023

Efficient Speech Representation Learning with Low-Bit Quantization.

Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Abdelrahman Mohamed

CoRR, 2023

Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder.

Abdelrahman Mohamed, Fakhraddin Alwajih, El Moatez Billah Nagoudi, Alcides Alcoba Inciarte, Muhammad Abdul-Mageed

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities.

Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

Do Coarser Units Benefit Cluster Prediction-Based Speech Pre-Training?

Ali Elkahky, Wei-Ning Hsu, Paden Tomasello, Tu Anh Nguyen, Robin Algayres, Yossi Adi, Jade Copet, Emmanuel Dupoux, Abdelrahman Mohamed

Proceedings of the IEEE International Conference on Acoustics, 2023

Continual Learning for On-Device Speech Recognition Using Disentangled Conformers.

Anuj Diwan, Ching-Feng Yeh, Wei-Ning Hsu, Paden Tomasello, Eunsol Choi, David Harwath, Abdelrahman Mohamed

Proceedings of the IEEE International Conference on Acoustics, 2023

Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech.

Cheol Jun Cho, Peter Wu, Abdelrahman Mohamed, Gopala Krishna Anumanchipalli

Proceedings of the IEEE International Conference on Acoustics, 2023

D³Former: Debiased Dual Distilled Transformer for Incremental Learning.

Abdelrahman Mohamed, Rushali Grandhe, K. J. Joseph, Salman H. Khan, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And Beyond.

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

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

2022

DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon.

Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux

Trans. Assoc. Comput. Linguistics, 2022

Self-Supervised Speech Representation Learning: A Review.

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

IEEE J. Sel. Top. Signal Process., 2022

Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing.

Hung-Yi Lee, Shinji Watanabe, Karen Livescu, Abdelrahman Mohamed, Tara N. Sainath

IEEE J. Sel. Top. Signal Process., 2022

Biased Self-supervised learning for ASR.

Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdelrahman Mohamed, Philip C. Woodland

CoRR, 2022

STOP: A dataset for Spoken Task Oriented Semantic Parsing.

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

CoRR, 2022

Generative Spoken Dialogue Language Modeling.

Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoît Sagot, Abdelrahman Mohamed, Emmanuel Dupoux

CoRR, 2022

textless-lib: a Library for Textless Spoken Language Processing.

Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

CoRR, 2022

Object Detection in Aerial Images: What Improves the Accuracy?

Hashmat Shadab Malik, Ikboljon Sobirov, Abdelrahman Mohamed

CoRR, 2022

Stop: A Dataset for Spoken Task Oriented Semantic Parsing.

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 Anh Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning.

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

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Scaling ASR Improves Zero and Few Shot Learning.

Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed

Proceedings of the Interspeech 2022, 2022

Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT.

Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu

Proceedings of the Interspeech 2022, 2022

Robust Self-Supervised Audio-Visual Speech Recognition.

Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed

Proceedings of the Interspeech 2022, 2022

DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering.

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

Proceedings of the Interspeech 2022, 2022

Federated Learning with Partial Model Personalization.

Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael G. Rabbat, Maziar Sanjabi, Lin Xiao

Proceedings of the International Conference on Machine Learning, 2022

Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction.

Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed

Proceedings of the Tenth International Conference on Learning Representations, 2022

Textless Speech Emotion Conversion using Discrete & Decomposed Representations.

Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities.

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Unified Speech-Text Pre-training for Speech Translation and Recognition.

Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Miguel Pino

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Text-Free Prosody-Aware Generative Spoken Language Modeling.

Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Morgane Rivière, Abdelrahman Mohamed, Emmanuel Dupoux, Wei-Ning Hsu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.

Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Textless Speech Emotion Conversion using Decomposed and Discrete Representations.

Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

CoRR, 2021

SUPERB: Speech Processing Universal PERformance Benchmark.

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

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

Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux

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

Unsupervised Cross-Lingual Representation Learning for Speech Recognition.

Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli

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

Contrastive Semi-Supervised Learning for ASR.

Alex Xiao, Christian Fuegen, Abdelrahman Mohamed

Proceedings of the IEEE International Conference on Acoustics, 2021

Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training?

Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed

Proceedings of the IEEE International Conference on Acoustics, 2021

Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition.

Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

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

2020

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli

CoRR, 2020

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, Michael Auli

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR.

Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the Interspeech 2020, 2020

Transformer-Based Acoustic Modeling for Hybrid Speech Recognition.

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Training ASR Models By Generation of Contextual Information.

Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Libri-Light: A Benchmark for ASR with Limited or No Supervision.

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Effectiveness of Self-Supervised Pre-Training for ASR.

Alexei Baevski, Abdelrahman Mohamed

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Effectiveness of self-supervised pre-training for speech recognition.

Alexei Baevski, Michael Auli, Abdelrahman Mohamed

CoRR, 2019

Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models.

Siddharth Dalmia, Abdelrahman Mohamed, Mike Lewis, Florian Metze, Luke Zettlemoyer

CoRR, 2019

Transformers with convolutional context for ASR.

Abdelrahman Mohamed, Dmytro Okhonko, Luke Zettlemoyer

CoRR, 2019

2018

Mechanical Rubbing of Blood Clots Using Helical Robots Under Ultrasound Guidance.

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

IEEE Robotics Autom. Lett., 2018

Differentiable Greedy Networks.

Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya

CoRR, 2018

Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering.

Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

2017

Mean Actor Critic.

Kavosh Asadi, Cameron Allen, Melrose Roderick, Abdel-rahman Mohamed, George Dimitri Konidaris, Michael L. Littman

CoRR, 2017

Deep API Programmer: Learning to Program with APIs.

Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

CoRR, 2017

Sequence Modeling via Segmentations.

Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng

Proceedings of the 34th International Conference on Machine Learning, 2017

RobustFill: Neural Program Learning under Noisy I/O.

Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

Proceedings of the 34th International Conference on Machine Learning, 2017

Do Deep Convolutional Nets Really Need to be Deep and Convolutional?

Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana

Proceedings of the 5th International Conference on Learning Representations, 2017

Neuro-Symbolic Program Synthesis.

Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, Lihong Li, Dengyong Zhou, Pushmeet Kohli

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?

Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson

CoRR, 2016

Memory-augmented Attention Modelling for Videos.

Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing Bing Kang, Pushmeet Kohli

CoRR, 2016

MSR System Description - TAC 2016 KBP Cold Start Slof Filling Track.

Rodrigo Nogueira, Taesup Kim, Abdel-rahman Mohamed, Ahmed Hassan Awadallah, Pushmeet Kohli, Ahmed Mohamed

Proceedings of the 2016 Text Analysis Conference, 2016

Analysis of Deep Neural Networks with Extended Data Jacobian Matrix.

Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan

Proceedings of the 33nd International Conference on Machine Learning, 2016

Exploring multidimensional lstms for large vocabulary ASR.

Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Deep Convolutional Neural Networks for Large-scale Speech Tasks.

Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran

Neural Networks, 2015

Compressing LSTMs into CNNs.

Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton

CoRR, 2015

Deep bi-directional recurrent networks over spectral windows.

Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

LSTM time and frequency recurrence for automatic speech recognition.

Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge.

Tong Wang, Abdelrahman Mohamed, Graeme Hirst

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Deep Neural Network Acoustic Models for ASR.

Abdel-rahman Mohamed

PhD thesis, 2014

Convolutional Neural Networks for Speech Recognition.

Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Improvements to filterbank and delta learning within a deep neural network framework.

Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George Saon, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Deep convolutional neural networks for LVCSR.

Tara N. Sainath, Abdel-rahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2013

Speech recognition with deep recurrent neural networks.

Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton

Proceedings of the IEEE International Conference on Acoustics, 2013

Learning filter banks within a deep neural network framework.

Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, Bhuvana Ramabhadran

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

Improvements to Deep Convolutional Neural Networks for LVCSR.

Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

Hybrid speech recognition with Deep Bidirectional LSTM.

Alex Graves, Navdeep Jaitly, Abdel-rahman Mohamed

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Acoustic Modeling Using Deep Belief Networks.

Abdel-rahman Mohamed, George E. Dahl, Geoffrey E. Hinton

IEEE Trans. Speech Audio Process., 2012

Multiresolution Deep Belief Networks.

Yichuan Tang, Abdel-rahman Mohamed

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Understanding how Deep Belief Networks perform acoustic modelling.

Abdel-rahman Mohamed, Geoffrey E. Hinton, Gerald Penn

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition.

Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Gerald Penn

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Deep Belief Networks using discriminative features for phone recognition.

Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny

Proceedings of the IEEE International Conference on Acoustics, 2011

Making Deep Belief Networks effective for large vocabulary continuous speech recognition.

Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran, Petr Fousek, Petr Novák, Abdel-rahman Mohamed

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine.

George E. Dahl, Marc'Aurelio Ranzato, Abdel-rahman Mohamed, Geoffrey E. Hinton

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Investigation of full-sequence training of deep belief networks for speech recognition.

Abdel-rahman Mohamed, Dong Yu, Li Deng

Proceedings of the INTERSPEECH 2010, 2010

Binary coding of speech spectrograms using a deep auto-encoder.

Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton

Proceedings of the INTERSPEECH 2010, 2010

Phone recognition using Restricted Boltzmann Machines.

Abdel-rahman Mohamed, Geoffrey E. Hinton

Proceedings of the IEEE International Conference on Acoustics, 2010