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2020 – today
- 2024
[c23]Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik:
Modality Drop-Out for Multimodal Device Directed Speech Detection Using Verbal and Non-Verbal Features. ICASSP 2024: 8240-8244- [c22]Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik:
Leveraging Large Language Models for Exploiting ASR Uncertainty. ICASSP 2024: 12231-12235 - [i12]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:
Apple Intelligence Foundation Language Models. CoRR abs/2407.21075 (2024) - 2023
- [c21]Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik:
Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. ICASSP 2023: 1-5 - [c20]Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya:
Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types. ICASSP 2023: 1-5 - [i11]Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik:
Leveraging Large Language Models for Exploiting ASR Uncertainty. CoRR abs/2309.04842 (2023) - [i10]Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik:
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features. CoRR abs/2310.15261 (2023) - 2022
- [c19]Ognjen (Oggi) Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar:
Streaming on-Device Detection of Device Directed Speech from Voice and Touch-Based Invocation. ICASSP 2022: 491-495 - [c18]Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik:
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH 2022: 1258-1262 - [i9]Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik:
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR abs/2203.15975 (2022) - [i8]Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik:
Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. CoRR abs/2210.12134 (2022) - 2021
- [c17]Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik:
Knowledge Transfer for Efficient on-Device False Trigger Mitigation. ICASSP 2021: 6838-6842 - [c16]Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir:
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. Interspeech 2021: 4209-4213 - [i7]Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir:
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. CoRR abs/2105.06598 (2021) - [i6]Ognjen Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar:
Streaming on-device detection of device directed speech from voice and touch-based invocation. CoRR abs/2110.04656 (2021) - 2020
- [j3]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
On quantifying the quality of acoustic models in hybrid DNN-HMM ASR. Speech Commun. 119: 24-35 (2020) - [c15]Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
:
Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks. ICASSP 2020: 7459-7463 - [c14]Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik:
Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. INTERSPEECH 2020: 4288-4292 - [i5]Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams:
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks. CoRR abs/2001.10822 (2020) - [i4]Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik:
Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. CoRR abs/2008.08113 (2020) - [i3]Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik:
Knowledge Transfer for Efficient On-device False Trigger Mitigation. CoRR abs/2010.10591 (2020)
2010 – 2019
- 2019
- [j2]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling. Speech Commun. 109: 34-45 (2019) - [c13]Apoorv Vyas, Pranay Dighe, Sibo Tong, Hervé Bourlard:
Analyzing Uncertainties in Speech Recognition Using Dropout. ICASSP 2019: 6730-6734 - 2018
- [c12]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data. SLT 2018: 581-587 - 2017
- [c11]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Low-rank and sparse soft targets to learn better DNN acoustic models. ICASSP 2017: 5265-5269 - [c10]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination. INTERSPEECH 2017: 3552-3556 - 2016
- [j1]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition. Speech Commun. 76: 230-244 (2016) - [c9]Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard:
Exploiting low-dimensional structures to enhance DNN based acoustic modeling in speech recognition. ICASSP 2016: 5690-5694 - [c8]Gil Luyet, Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling. INTERSPEECH 2016: 3449-3453 - [i2]Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard:
Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition. CoRR abs/1601.05936 (2016) - [i1]Pranay Dighe, Afsaneh Asaei, Hervé Bourlard:
Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models. CoRR abs/1610.05688 (2016) - 2015
- [c7]Dhananjay Ram, Afsaneh Asaei, Pranay Dighe, Hervé Bourlard:
Sparse modeling of posterior exemplars for keyword detection. INTERSPEECH 2015: 3690-3694 - 2014
- [c6]Pranay Dighe, Marc Ferras, Hervé Bourlard:
Detecting and labeling speakers on overlapping speech using vector taylor series. INTERSPEECH 2014: 592-596 - [c5]Pranay Dighe, Marc Ferras, Hervé Bourlard:
Modeling Overlapping Speech using Vector Taylor Series. Odyssey 2014: 194-199 - 2013
- [c4]Pranay Dighe, Parul Agarwal, Harish Karnick, Siddartha Thota, Bhiksha Raj:
Scale independent raga identification using chromagram patterns and swara based features. ICME Workshops 2013: 1-4 - [c3]Pranay Dighe, Harish Karnick, Bhiksha Raj:
Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas. ISMIR 2013: 35-40 - 2012
- [c2]Anurag Kumar, Pranay Dighe, Rita Singh, Sourish Chaudhuri, Bhiksha Raj:
Audio event detection from acoustic unit occurrence patterns. ICASSP 2012: 489-492 - [c1]Kamal Sahni, Pranay Dighe, Rita Singh, Bhiksha Raj:
Language identification using spectro-temporal patch features. SAPA@INTERSPEECH 2012: 110-113
Coauthor Index
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