Pranay Dighe

According to our database, Pranay Dighe authored at least 28 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Apple Intelligence Foundation Language Models.

Tom Gunter, Zirui Wang, Chong Wang, Ruoming Pang, Andy Narayanan, Aonan Zhang, Bowen Zhang, Chen Chen, Chung-Cheng Chiu, David Qiu, Deepak Gopinath, Dian Ang Yap, Dong Yin, Feng Nan, Floris Weers, Guoli Yin, Haoshuo Huang, Jianyu Wang, Jiarui Lu, John Peebles, Ke Ye, Mark Lee, Nan Du, Qibin Chen, Quentin Keunebroek, Sam Wiseman, Syd Evans, Tao Lei, Vivek Rathod, Xiang Kong, Xianzhi Du, Yanghao Li, Yongqiang Wang, Yuan Gao, Zaid Ahmed, Zhaoyang Xu, Zhiyun Lu, Al Rashid, Albin Madappally Jose, Alec Doane, Alfredo Bencomo, Allison Vanderby, Andrew Hansen, Ankur Jain, Anupama Mann Anupama, Areeba Kamal, Bugu Wu, Carolina Brum, Charlie Maalouf, Chinguun Erdenebileg, Chris Dulhanty, Dominik Moritz, Doug Kang, Eduardo Jimenez, Evan Ladd, Fangping Shi, Felix Bai, Frank Chu, Fred Hohman, Hadas Kotek, Hannah Gillis Coleman, Jane Li, Jeffrey P. Bigham, Jeffery Cao, Jeff Lai, Jessica Cheung, Jiulong Shan, Joe Zhou, John Li, Jun Qin, Karanjeet Singh, Karla Vega, Kelvin Zou, Laura Heckman, Lauren Gardiner, Margit Bowler, Maria Cordell, Meng Cao, Nicole Hay, Nilesh Shahdadpuri, Otto Godwin, Pranay Dighe, Pushyami Rachapudi, Ramsey Tantawi, Roman Frigg, Sam Davarnia, Sanskruti Shah, Saptarshi Guha, Sasha Sirovica, Shen Ma, Shuang Ma, Simon Wang, Sulgi Kim, Suma Jayaram, Vaishaal Shankar, Varsha Paidi, Vivek Kumar, Xin Wang, Xin Zheng, Walker Cheng

CoRR, 2024

Modality Drop-Out for Multimodal Device Directed Speech Detection Using Verbal and Non-Verbal Features.

Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik

Proceedings of the IEEE International Conference on Acoustics, 2024

Leveraging Large Language Models for Exploiting ASR Uncertainty.

Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features.

Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik

CoRR, 2023

Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types.

Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya

Proceedings of the IEEE International Conference on Acoustics, 2023

Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR.

Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models.

Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Streaming on-Device Detection of Device Directed Speech from Voice and Touch-Based Invocation.

Ognjen (Oggi) Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Knowledge Transfer for Efficient on-Device False Trigger Mitigation.

Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2020

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

Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks.

Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2019

Analyzing Uncertainties in Speech Recognition Using Dropout.

Apoorv Vyas, Pranay Dighe, Sibo Tong, Hervé Bourlard

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

2017

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

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

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2016

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

Gil Luyet, Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

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

Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Sparse modeling of posterior exemplars for keyword detection.

Dhananjay Ram, Afsaneh Asaei, Pranay Dighe, Hervé Bourlard

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014

Modeling Overlapping Speech using Vector Taylor Series.

Pranay Dighe, Marc Ferras, Hervé Bourlard

Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

Detecting and labeling speakers on overlapping speech using vector taylor series.

Pranay Dighe, Marc Ferras, Hervé Bourlard

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas.

Pranay Dighe, Harish Karnick, Bhiksha Raj

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Scale independent raga identification using chromagram patterns and swara based features.

Pranay Dighe, Parul Agarwal, Harish Karnick, Siddartha Thota, Bhiksha Raj

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Language identification using spectro-temporal patch features.

Kamal Sahni, Pranay Dighe, Rita Singh, Bhiksha Raj

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2012

Audio event detection from acoustic unit occurrence patterns.

Anurag Kumar, Pranay Dighe, Rita Singh, Sourish Chaudhuri, Bhiksha Raj

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012