Imran A. Sheikh

24 papers A 4B 2C 2Misc 3Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
End-to-End Joint Punctuated and Normalized ASR with a Limited Amount of Punctuated Training Data.
EUSIPCO
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
2025 — conf
Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting Transcription.
EUSIPCO
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
2024 — conf
Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications.
Odyssey
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
2024 J jnl
Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting Applications.
CoRR
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
2024 J jnl
Training RNN language models on uncertain ASR hypotheses in limited data scenarios.
Comput. Speech Lang.
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
2023 C conf
End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis.
ASRU
Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent
2022 B conf
Transformer versus LSTM Language Models trained on Uncertain ASR Hypotheses in Limited Data Scenarios.
LREC
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
2020 A conf
On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data.
INTERSPEECH
Imran A. Sheikh, Emmanuel Vincent, Irina Illina
2019 J jnl
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications.
CoRR
Sri Harsha Dumpala, Imran A. Sheikh, Rupayan Chakraborty, Sunil Kumar Kopparapu
2019 J jnl
A Fuzzy Approach to Mute Sensitive Information in Noisy Audio Conversations.
Computación y Sistemas
Imran A. Sheikh, Balamallikarjuna Garlapati, Srinivas Chalamala, Sunil Kumar Kopparapu
2019 A conf
End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios.
INTERSPEECH
Swapnil Bhosale, Imran A. Sheikh, Sri Harsha Dumpala, Sunil Kumar Kopparapu
2019 Misc conf
Improving ASR Robustness to Perturbed Speech Using Cycle-consistent Generative Adversarial Networks.
ICASSP
Sri Harsha Dumpala, Imran A. Sheikh, Rupayan Chakraborty, Sunil Kumar Kopparapu
2019 — conf
Label-Driven Time-Frequency Masking for Robust Speech Command Recognition.
TSD
Meet H. Soni, Imran A. Sheikh, Sunil Kumar Kopparapu
2018 — conf
Sentiment Classification on Erroneous ASR Transcripts: A Multi View Learning Approach.
SLT
Sri Harsha Dumpala, Imran A. Sheikh, Rupayan Chakraborty, Sunil Kumar Kopparapu
2017 J jnl
Modelling Semantic Context of OOV Words in Large Vocabulary Continuous Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Imran A. Sheikh, Dominique Fohr, Irina Illina, Georges Linarès
2017 C conf
Topic segmentation in ASR transcripts using bidirectional RNNS for change detection.
ASRU
Imran A. Sheikh, Dominique Fohr, Irina Illina
2016 Misc conf
Document level semantic context for retrieving OOV proper names.
ICASSP
Imran A. Sheikh, Irina Ulina, Dominique Fohr, Georges Linarès
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 B conf
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News.
LREC
Imran A. Sheikh, Irina Illina, Dominique Fohr
2016 A conf
Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition.
INTERSPEECH
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
2016 — conf
Learning Word Importance with the Neural Bag-of-Words Model.
Rep4NLP@ACL
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
2015 J jnl
Learning to retrieve out-of-vocabulary words in speech recognition.
CoRR
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
2015 Misc conf
OOV Proper Name retrieval using topic and lexical context models.
ICASSP
Imran A. Sheikh, Irina Illina, Dominique Fohr, Georges Linarès
2015 A conf
Study of entity-topic models for OOV proper name retrieval.
INTERSPEECH
Imran A. Sheikh, Irina Illina, Dominique Fohr