Audio event detection from acoustic unit occurrence patterns. - Anurag Kumar 003; Pranay Dighe; Rita Singh; Sourish Chaudhuri; Bhiksha Raj (ICASSP, 2012)

Language identification using spectro-temporal patch features. - Kamal Sahni; Pranay Dighe; Rita Singh; Bhiksha Raj (SAPA@INTERSPEECH, 2012)

Scale independent raga identification using chromagram patterns and swara based features. - Pranay Dighe; Parul Agarwal; Harish Karnick; Siddartha Thota; Bhiksha Raj (ICME Workshops, 2013)

Swara Histogram Based Structural Analysis And Identification Of Indian Classical Ragas. - Pranay Dighe; Harish Karnick; Bhiksha Raj (ISMIR, 2013)

Detecting and labeling speakers on overlapping speech using vector taylor series. - Pranay Dighe; Marc Ferras; Hervé Bourlard (INTERSPEECH, 2014)

Modeling Overlapping Speech using Vector Taylor Series. - Pranay Dighe; Marc Ferras; Hervé Bourlard (Odyssey, 2014)

Sparse modeling of posterior exemplars for keyword detection. - Dhananjay Ram; Afsaneh Asaei; Pranay Dighe; Hervé Bourlard (INTERSPEECH, 2015)

Exploiting low-dimensional structures to enhance DNN based acoustic modeling in speech recognition. - Pranay Dighe; Gil Luyet; Afsaneh Asaei; Hervé Bourlard (ICASSP, 2016)

Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling. - Gil Luyet; Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (INTERSPEECH, 2016)

Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (Speech Commun., 2016)

Low-rank and sparse soft targets to learn better DNN acoustic models. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (ICASSP, 2017)

Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (INTERSPEECH, 2017)

Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (SLT, 2018)

Analyzing Uncertainties in Speech Recognition Using Dropout. - Apoorv Vyas; Pranay Dighe; Sibo Tong; Hervé Bourlard (ICASSP, 2019)

Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (Speech Commun., 2019)

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 (ICASSP, 2020)

Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. - Rishika Agarwal; Xiaochuan Niu; Pranay Dighe; Srikanth Vishnubhotla; Sameer Badaskar; Devang Naik (INTERSPEECH, 2020)

On quantifying the quality of acoustic models in hybrid DNN-HMM ASR. - Pranay Dighe; Afsaneh Asaei; Hervé Bourlard (Speech Commun., 2020)

Knowledge Transfer for Efficient on-Device False Trigger Mitigation. - Pranay Dighe; Erik Marchi; Srikanth Vishnubhotla; Sachin Kajarekar; Devang Naik (ICASSP, 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 (Interspeech, 2021)

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 (ICASSP, 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 (INTERSPEECH, 2022)

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 (ICASSP, 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 (ICASSP, 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)

Leveraging Large Language Models for Exploiting ASR Uncertainty. - Pranay Dighe; Yi Su; Shangshang Zheng; Yunshu Liu; Vineet Garg; Xiaochuan Niu; Ahmed H. Tewfik (ICASSP, 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 (ICASSP, 2024)

Apple Intelligence Foundation Language Models. - Tom Gunter; Zirui Wang; Chong Wang; Ruoming Pang; Andy Narayanan; Aonan Zhang; Bowen Zhang 002; Chen Chen 005; Chung-Cheng Chiu; David Qiu; Deepak Gopinath; Dian Ang Yap; et al. (CoRR, 2024)

Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models. - Ognjen Rudovic; Pranay Dighe; Yi Su; Vineet Garg; Sameer Dharur; Xiaochuan Niu; Ahmed Hussen Abdelaziz; Saurabh Adya; Ahmed H. Tewfik (CoRR, 2024)