Imran Sheikh

4 papers · 2016–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (3) ACL (1)

Top co-authors

Sunil Kumar Kopparapu (2) Sri Harsha Dumpala (2) Irina Illina (2) Dominique Fohr (1) Swapnil Bhosale (1) Rupayan Chakraborty (1) Emmanuel Vincent (1) Georges Linarès (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Speech & Audio (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Recognition (1)

Keywords

speech recognition (2) acoustic model (2) transfer learning (1) sentiment analysis (1) multimodal learning (1) sentiment classification (1) spoken language understanding (1) error detection (1) canonical correlation analysis (1) word embedding (1) out-of-vocabulary word (1) multimodal sentiment (1) acoustic feature (1) lattice-free maximum mutual information (1) low resource (1) semantic context (1) limited data scenario (1) neural bag-of-words (1) representation learning (1) imperfect view (1)

Papers

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data Interspeech 2020 End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios Interspeech 2019 Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018 Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition Interspeech 2016