OOV Proper Name retrieval using topic and lexical context models. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (ICASSP, 2015)

Study of entity-topic models for OOV proper name retrieval. - Imran A. Sheikh; Irina Illina; Dominique Fohr (INTERSPEECH, 2015)

Learning to retrieve out-of-vocabulary words in speech recognition. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (CoRR, 2015)

Document level semantic context for retrieving OOV proper names. - Imran A. Sheikh; Irina Ulina; Dominique Fohr; Georges Linarès (ICASSP, 2016)

Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (INTERSPEECH, 2016)

How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News. - Imran A. Sheikh; Irina Illina; Dominique Fohr (LREC, 2016)

Learning Word Importance with the Neural Bag-of-Words Model. - Imran A. Sheikh; Irina Illina; Dominique Fohr; Georges Linarès (Rep4NLP@ACL, 2016)

Exploiting Semantic and Topic Context to Improve Recognition of Proper Names in Diachronic Audio Documents. (Exploitation de Contexte Sémantique pour Améliorer la Reconnaissance des Noms Propres dans les Documents Audio Diachroniques). - Imran A. Sheikh (2016)

Topic segmentation in ASR transcripts using bidirectional RNNS for change detection. - Imran A. Sheikh; Dominique Fohr; Irina Illina (ASRU, 2017)

Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition. - Imran A. Sheikh; Dominique Fohr; Irina Illina; Georges Linarès (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Sentiment Classification on Erroneous ASR Transcripts: A Multi View Learning Approach. - Sri Harsha Dumpala; Imran A. Sheikh; Rupayan Chakraborty; Sunil Kumar Kopparapu (SLT, 2018)

Improving ASR Robustness to Perturbed Speech Using Cycle-consistent Generative Adversarial Networks. - Sri Harsha Dumpala; Imran A. Sheikh; Rupayan Chakraborty; Sunil Kumar Kopparapu (ICASSP, 2019)

End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios. - Swapnil Bhosale; Imran A. Sheikh; Sri Harsha Dumpala; Sunil Kumar Kopparapu (INTERSPEECH, 2019)

Label-Driven Time-Frequency Masking for Robust Speech Command Recognition. - Meet H. Soni; Imran A. Sheikh; Sunil Kumar Kopparapu (TSD, 2019)

A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications. - Sri Harsha Dumpala; Imran A. Sheikh; Rupayan Chakraborty; Sunil Kumar Kopparapu (CoRR, 2019)

A Fuzzy Approach to Mute Sensitive Information in Noisy Audio Conversations. - Imran A. Sheikh; Balamallikarjuna Garlapati; Srinivas Chalamala; Sunil Kumar Kopparapu (Computación y Sistemas, 2019)

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (INTERSPEECH, 2020)

iNoise Indian Noise Database. - Sunil Kumar Kopparapu; Imran A. Sheikh; Venkata Krishna Thanneeru (IEEE DataPort, 2020)

Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (LREC, 2022)

End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. - Can Cui 007; Imran A. Sheikh; Mostafa Sadeghi; Emmanuel Vincent 001 (ASRU, 2023)

End-to-end Joint Rich and Normalized ASR with a limited amount of rich training data. - Can Cui 007; Sheikh Imran Ahamad; Mostafa Sadeghi; Emmanuel Vincent 001 (CoRR, 2023)

Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications. - Can Cui 007; Imran A. Sheikh; Mostafa Sadeghi; Emmanuel Vincent 001 (Odyssey, 2024)

Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting Transcription. - Can Cui 007; Sheikh Imran Ahamad; Mostafa Sadeghi; Emmanuel Vincent 001 (CoRR, 2024)

Training RNN language models on uncertain ASR hypotheses in limited data scenarios. - Imran A. Sheikh; Emmanuel Vincent 001; Irina Illina (Comput. Speech Lang., 2024)