Pranay Dighe

发表

Knowledge Transfer for Efficient on-Device False Trigger Mitigation pdf

Erik Marchi, Devang Naik, Sachin Kajarekar, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse modeling of posterior exemplars for keyword detection

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2015, INTERSPEECH.

Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2019, Speech Commun..

Analyzing Uncertainties in Speech Recognition Using Dropout

Hervé Bourlard, Pranay Dighe, Sibo Tong, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Scale independent raga identification using chromagram patterns and swara based features

Bhiksha Raj, Harish Karnick, Pranay Dighe, 2013, 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW).

Sparse Hidden Markov Models for Exemplar-based Speech Recognition Using Posterior Features

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2015 .

Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation

Devang Naik, Srikanth Vishnubhotla, Pranay Dighe, 2020, INTERSPEECH.

Low-Rank Representation of Nearest Neighbor Phone Posterior Probabilities to Enhance DNN Acoustic Modeling

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2016, Interspeech 2016.

Sparse Hidden Markov Models for Exemplar-based Speech Recognition Using Deep Neural Network Posterior Features

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2015 .

Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

On quantifying the quality of acoustic models in hybrid DNN-HMM ASR

Afsaneh Asaei, Hervé Bourlard, Pranay Dighe, 2020, Speech Commun..

Low-rank and sparse soft targets to learn better DNN acoustic models

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse Hidden Markov Models for Automatic Speech Recognition

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2015 .

Audio event detection from acoustic unit occurrence patterns

Bhiksha Raj, Rita Singh, Sourish Chaudhuri, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Modeling Overlapping Speech using Vector Taylor Series

Hervé Bourlard, Marc Ferras, Pranay Dighe, 2014, Odyssey.

Information Theoretic Analysis of DNN-HMM Acoustic Modeling pdf

Afsaneh Asaei, Pranay Dighe, Herv'e Bourlard, 2017, ArXiv.

Sparse and Low-rank Modeling for Automatic Speech Recognition

Pranay Dighe, 2019 .

Detecting and labeling speakers on overlapping speech using vector taylor series

Hervé Bourlard, Marc Ferras, Pranay Dighe, 2014, INTERSPEECH.

Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2016, INTERSPEECH.

Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas

Bhiksha Raj, Harish Karnick, Pranay Dighe, 2013, ISMIR.

Language identification using spectro-temporal patch features

Bhiksha Raj, Rita Singh, Pranay Dighe, 2012, SAPA@INTERSPEECH.

Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2017, INTERSPEECH.

Dictionary Learning for Sparse Representation of Neural Network Exemplars in Speech Recognition

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2015 .

Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks

Devang Naik, Stephen Pulman, Jason Williams, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2016, Speech Commun..

Exploiting low-dimensional structures to enhance DNN based acoustic modeling in speech recognition

Hervé Bourlard, Afsaneh Asaei, Pranay Dighe, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation pdf

Siddharth Sigtia, Saurabh N. Adya, Pranay Dighe, 2021, Interspeech.

Streaming on-device detection of device directed speech from voice and touch-based invocation pdf

Ognjen Rudovic, Pranay Dighe, Pramod Simha, 2021, ArXiv.