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Pranay Dighe
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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 - 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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last updated on 2024-08-08 20:14 CEST by the dblp team
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