| 2018 | LREC | Improving Dialogue Act Classification for Spontaneous Arabic Speech and Instant Messages at Utterance Level. | AbdelRahim A. Elmadany, Sherif M. Abdou, Mervat Gheith |
| 2017 | Interspeech | Building Audio-Visual Phonetically Annotated Arabic Corpus for Expressive Text to Speech. | Omnia Abdo, Sherif M. Abdou, Mervat Fashal |
| 2015 | CICLING | Long-Distance Continuous Space Language Modeling for Speech Recognition. | Mohamed Talaat, Sherif M. Abdou, Mahmoud Shoman |
| 2015 | ICDAR | Rectification of camera captured document images for camera-based OCR technology. | Mohamed Fawzi, Mohsen A. Rashwan, Hany Ahmed, Shaimaa Samir, Sherif M. Abdou, Hassanin M. Al-Barhamtoshy, Kamal Mansur Jambi |
| 2005 | Interspeech | Recent progress in Arabic broadcast news transcription at BBN. | Mohamed Afify, Long Nguyen, Bing Xiang, Sherif M. Abdou, John Makhoul |
| 2005 | Interspeech | The BBN RT04 English broadcast news transcription system. | Long Nguyen, Bing Xiang, Mohamed Afify, Sherif M. Abdou, Spyros Matsoukas, Richard M. Schwartz, John Makhoul |
| 2003 | Interspeech | An efficient, fast matching approach using posterior probability estimates in speech recognition. | Sherif M. Abdou, Michael S. Scordilis |
| 2002 | ICASSP | Confidence measures as a search guide in speech recognition. | Sherif M. Abdou, Michael S. Scordilis |
| 2002 | Interspeech | Dynamic tuning of language model score in speech recognition using a confidence measure. | Sherif M. Abdou, Michael S. Scordilis |
| 2001 | Interspeech | Integrating multiple knowledge sources for improved speech understanding. | Sherif M. Abdou, Michael S. Scordilis |
| 2000 | Interspeech | Improved speech understanding using dialogue expectation in sentence parsing. | Sherif M. Abdou, Michael S. Scordilis |
| 2000 | Interspeech | An enhanced BLSTIP dialogue research platform. | Qiru Zhou, Antoine Saad, Sherif M. Abdou |