Pranay Dighe
5 papers · 2016–2022 · 1 conference · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π
Conference Pioneer
Conferences
INTERSPEECH (5)
Top co-authors
Keywords
false trigger mitigation
(3)
acoustic model
(2)
acoustic modeling
(2)
knowledge distillation
(1)
nearest neighbor search
(1)
semi-supervised training
(1)
weakly-supervised learning
(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