| 2023 | ASRU | End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. | Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent |
| 2022 | LREC | Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. | Imran A. Sheikh, Emmanuel Vincent, Irina Illina |
| 2020 | Interspeech | On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. | Imran A. Sheikh, Emmanuel Vincent, Irina Illina |
| 2019 | ICASSP | Improving ASR Robustness to Perturbed Speech Using Cycle-consistent Generative Adversarial Networks. | Sri Harsha Dumpala, Imran A. Sheikh, Rupayan Chakraborty, Sunil Kumar Kopparapu |
| 2019 | Interspeech | End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios. | Swapnil Bhosale, Imran A. Sheikh, Sri Harsha Dumpala, Sunil Kumar Kopparapu |
| 2017 | ASRU | Topic segmentation in ASR transcripts using bidirectional RNNS for change detection. | Imran A. Sheikh, Dominique Fohr, Irina Illina |
| 2016 | ICASSP | Document level semantic context for retrieving OOV proper names. | Imran A. Sheikh, Irina Ulina, Dominique Fohr, Georges Linars |
| 2016 | Interspeech | Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. | Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linars |
| 2016 | LREC | How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News. | Imran A. Sheikh, Irina Illina, Dominique Fohr |
| 2015 | ICASSP | OOV Proper Name retrieval using topic and lexical context models. | Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linars |
| 2015 | Interspeech | Study of entity-topic models for OOV proper name retrieval. | Imran A. Sheikh, Irina Illina, Dominique Fohr |