Pranay Dighe

5 papers · 2016–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (5)

Top co-authors

Hervé Bourlard (2) Chandra Dhir (2) Vineet Garg (2) Afsaneh Asaei (2) Saurabh Adya (2) Erik Marchi (1) Devang Naik (1) Gil Luyet (1) Xiaochuan Niu (1) Sameer Badaskar (1)

Research topics

Machine Learning (5) Deep Learning (3) Speech & Audio (3) Application Areas (3) Architectures (3) Recognition (3) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Natural Language Processing (1) Core AI (1) Generation (1) Learning Types · Deep Learning (1)

Keywords

false trigger mitigation (3) acoustic model (2) acoustic modeling (2) weakly supervised learning (1) knowledge distillation (1) nearest neighbor search (1) semi-supervised training (1) speech detection (1) low-rank representation (1) posterior probability (1) hidden markov model (1) deep neural network (1) language model (1) inference time (1) acoustic feature (1) voice assistant (1) streaming transformer (1) bidirectional lattice rnn (1) asr decoding (1) voice trigger detection (1)

Papers

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models Interspeech 2022 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Interspeech 2021 Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation Interspeech 2020 Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination Interspeech 2017 Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling Interspeech 2016