Pranay Dighe - RankMe

39 papers A 7Misc 11Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models. CoRR Ognjen Rudovic, Pranay Dighe, Yi Su, Vineet Garg, Sameer Dharur, Xiaochuan Niu, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024	Misc	`conf`	Leveraging Large Language Models for Exploiting ASR Uncertainty. ICASSP Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik
2024	Misc	`conf`	Modality Drop-Out for Multimodal Device Directed Speech Detection Using Verbal and Non-Verbal Features. ICASSP Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik
2023	Misc	`conf`	Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. ICASSP Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik
2023	Misc	`conf`	Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types. ICASSP Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya
2023	J	`jnl`	Leveraging Large Language Models for Exploiting ASR Uncertainty. CoRR Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik
2023	J	`jnl`	Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features. CoRR Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik
2022	J	`jnl`	Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. CoRR Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik
2022	A	`conf`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	J	`jnl`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	Misc	`conf`	Streaming on-Device Detection of Device Directed Speech from Voice and Touch-Based Invocation. ICASSP Ognjen (Oggi) Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar
2021	Misc	`conf`	Knowledge Transfer for Efficient on-Device False Trigger Mitigation. ICASSP Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2021	A	`conf`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. Interspeech Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2021	J	`jnl`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. CoRR Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2021	J	`jnl`	Streaming on-device detection of device directed speech from voice and touch-based invocation. CoRR Ognjen Rudovic, Akanksha Bindal, Vineet Garg, Pramod Simha, Pranay Dighe, Sachin Kajarekar
2020	A	`conf`	Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. INTERSPEECH Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
2020	J	`jnl`	Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. CoRR Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
2020	J	`jnl`	Knowledge Transfer for Efficient On-device False Trigger Mitigation. CoRR Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2020	Misc	`conf`	Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks. ICASSP Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2020	J	`jnl`	Lattice-based Improvements for Voice Triggering Using Graph Neural Networks. CoRR Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2020	J	`jnl`	On quantifying the quality of acoustic models in hybrid DNN-HMM ASR. Speech Commun. Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2019	Misc	`conf`	Analyzing Uncertainties in Speech Recognition Using Dropout. ICASSP Apoorv Vyas, Pranay Dighe, Sibo Tong, Hervé Bourlard
2019	J	`jnl`	Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling. Speech Commun. Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2019	—	`—`	Sparse and Low-rank Modeling for Automatic Speech Recognition. Pranay Dighe
2018	—	`conf`	Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data. SLT Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2017	A	`conf`	Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination. INTERSPEECH Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2017	Misc	`conf`	Low-rank and sparse soft targets to learn better DNN acoustic models. ICASSP Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2016	J	`jnl`	Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition. CoRR Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard
2016	Misc	`conf`	Exploiting low-dimensional structures to enhance DNN based acoustic modeling in speech recognition. ICASSP Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard
2016	A	`conf`	Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling. INTERSPEECH Gil Luyet, Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2016	J	`jnl`	Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models. CoRR Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2016	J	`jnl`	Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition. Speech Commun. Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
2015	A	`conf`	Sparse modeling of posterior exemplars for keyword detection. INTERSPEECH Dhananjay Ram, Afsaneh Asaei, Pranay Dighe, Hervé Bourlard
2014	A	`conf`	Detecting and labeling speakers on overlapping speech using vector taylor series. INTERSPEECH Pranay Dighe, Marc Ferras, Hervé Bourlard
2014	—	`conf`	Modeling Overlapping Speech using Vector Taylor Series. Odyssey Pranay Dighe, Marc Ferras, Hervé Bourlard
2013	—	`conf`	Scale independent raga identification using chromagram patterns and swara based features. ICME Workshops Pranay Dighe, Parul Agarwal, Harish Karnick, Siddartha Thota, Bhiksha Raj
2013	—	`conf`	Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas. ISMIR Pranay Dighe, Harish Karnick, Bhiksha Raj
2012	Misc	`conf`	Audio event detection from acoustic unit occurrence patterns. ICASSP Anurag Kumar, Pranay Dighe, Rita Singh, Sourish Chaudhuri, Bhiksha Raj
2012	—	`conf`	Language identification using spectro-temporal patch features. SAPA@INTERSPEECH Kamal Sahni, Pranay Dighe, Rita Singh, Bhiksha Raj