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Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsMiguel Sarabia, Elena Menyaylenko, Alessandro Toso, Zak Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry Theobald, Nick Apostoloff, Jonathan Sheaffer
Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsMaurits Bleeker, Pawel Swietojanski, Stefan Braun, Xiaodan Zhuang
Latent Phrase Matching for Dysarthric Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsColin Lea*, Dianna Yee*, Jaya Narain, Zifang Huang, Lauren Tooley, Jeffrey P. Bigham, Leah Findlater
Matching Latent Encoding for Audio-Text based Keyword Spotting
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsKumari Nishu, Minsik Cho, Devang Naik
Efficient Multimodal Neural Networks for Trigger-less Voice Assistants
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsSai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya
Emphasis Control for Parallel Neural TTS
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsShreyas Seshadri, Tuomo Raitio, Dan Castellani, Jiangchuan Li
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation
content type paper research area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsVikramjit Mitra, Hsiang-Yun Sherry Chien, Vasudha Kowtha, Joseph Yitan Cheng, Erdrin Azemi
Improving Voice Trigger Detection with Metric Learning
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsPrateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed Tewfik
Space-Efficient Representation of Entity-centric Query Language Models
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsChristophe Van Gysel, Mirko Hannemann, Ernest Pusateri, Youssef Oualil, Ilya Oparin
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
content type paper research area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsVineet Garg*, Ognjen (Oggi) Rudovic*, Pranay Dighe*, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik

Positional Description for Numerical Normalization
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsDeepanshu Gupta, Javier Latorre
Can You Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsZak Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe
Novel-View Acoustic Synthesis From 3D Reconstructed Rooms
content type paper research area Computer Vision, research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsByeongjoo Ahn, Karren Yang, Brian Hamilton, Jonathan Sheaffer, Anurag Ranjan, Miguel Sarabia del Castillo, Oncel Tuzel, Rick Chang
RepCNN: Micro-Sized, Mighty Models for Wakeword Detection
content type paper research area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsArnav Kundu, Prateeth Nayak, Priyanka Padmanabhan, Devang Naik
Enhancing CTC-based Speech Recognition with Diverse Modeling Units
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsMichael Han, Zhihong Lei, Mingbin Xu, Xingyu Na, Zhen Huang
Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsSatyam Kumar, Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen (Oggi) Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsShruti Palaskar, Oggi Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed Tewfik
ESPnet-SPK: Full Pipeline Speaker Verification Toolkit with Multiple Reproducible Recipes, Self-Supervised Front-Ends, and Off-the-Shelf Models
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsJee-weon Jung, Wangyou Zhang, Jiatong Shi, Zak Aldeneh, Takuya Higuchi, Barry Theobald, Ahmed Hussen Abdelaziz, Shinji Watanabe
Transformer-based Model for ASR N-Best Rescoring and Rewriting
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2024
AuthorsEdwin Kang, Christophe Van Gysel, Man-Hung Siu
5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsJiarui Lu*, Bo-Hsiang Tseng*, Joel Ruben Antony Moniz*, Site Li, Xueyun Zhu, Hong Yu, Murat Akbacak
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsMiguel Sarabia, Elena Menyaylenko, Alessandro Toso, Zak Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry Theobald, Nick Apostoloff, Jonathan Sheaffer
Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsMaurits Bleeker, Pawel Swietojanski, Stefan Braun, Xiaodan Zhuang
Latent Phrase Matching for Dysarthric Speech
content type paper research area Accessibility, research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsColin Lea*, Dianna Yee*, Jaya Narain, Zifang Huang, Lauren Tooley, Jeffrey P. Bigham, Leah Findlater
Matching Latent Encoding for Audio-Text based Keyword Spotting
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsKumari Nishu, Minsik Cho, Devang Naik
Efficient Multimodal Neural Networks for Trigger-less Voice Assistants
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2023
AuthorsSai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya
Emphasis Control for Parallel Neural TTS
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsShreyas Seshadri, Tuomo Raitio, Dan Castellani, Jiangchuan Li
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation
content type paper research area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsVikramjit Mitra, Hsiang-Yun Sherry Chien, Vasudha Kowtha, Joseph Yitan Cheng, Erdrin Azemi
Improving Voice Trigger Detection with Metric Learning
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsPrateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed Tewfik
Space-Efficient Representation of Entity-centric Query Language Models
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsChristophe Van Gysel, Mirko Hannemann, Ernest Pusateri, Youssef Oualil, Ilya Oparin
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
content type paper research area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsVineet Garg*, Ognjen (Oggi) Rudovic*, Pranay Dighe*, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik
Vocal Effort Modeling in Neural TTS for Improving the Intelligibility of Synthetic Speech in Noise
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2022
AuthorsTuomo Raitio, Petko Petkov, Jiangchuan Li, Muhammed Shifas, Andrea Davis, Yannis Stylianou
User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2021
AuthorsHoang Long Nguyen, Vincent Renkens, Joris Pelemans, Srividya Pranavi Potharaju, Anil Kumar Nalamalapu, Murat Akbacak
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2021
AuthorsDeepak Muralidharan*, Joel Ruben Antony Moniz*, Weicheng Zhang, Stephen Pulman, Lin Li, Megan Barnes, Jingjing Pan, Jason Williams, Alex Acero
A Discriminative Entity Aware Language Model for Virtual Assistants
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2021
AuthorsMandana Saebi, Ernie Pusateri, Aaksha Meghawat, Christophe Van Gysel
Analysis and Tuning of a Voice Assistant System for Dysfluent Speech
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2021
AuthorsVikramjit Mitra, Zifang Huang, Colin Lea, Lauren Tooley, Panayiotis Georgiou, Sachin Kajarekar, Jefferey Bigham
Class LM and Word Mapping for Contextual Biasing in End-to-End ASR
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsRongqing Huang, Ossama Abdel-hamid, Xinwei Li, Gunnar Evermann
Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsRishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
Controllable Neural Text-To-Speech Synthesis Using Intuitive Prosodic Features
content type paper research area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsTuomo Raitio, Ramya Rasipuram, Dan Castellani
Hybrid Transformer and CTC Networks for Hardware Efficient Voice Triggering
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsSaurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
Improving On-Device Speaker Verification Using Federated Learning With Privacy
content type paper research area Privacy, research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsFilip Granqvist, Matt Seigel, Rogier van Dalen, Áine Cahill, Stephen Shum, Matthias Paulik
Stacked 1D Convolutional Networks for End-To-End Small Footprint Voice Trigger Detection
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2020
AuthorsTakuya Higuchi, Mohammad Ghasemzadeh, Kisun You, Chandra Dhir
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models?
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2019
In collaboration with KU Leuven
AuthorsLyan Verwimp, Jerome R. Bellegarda
Connecting and Comparing Language Model Interpolation Techniques
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsErnest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann, Youssef Oualil, Ilya Oparin
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant
content type paper research area Data Science and Annotation, research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsXi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
Coarse-to-fine Optimization for Speech Enhancement
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsJian Yao, Ahmad Al-Dahle
Neural Network-Based Modeling of Phonetic Durations
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsXizi Wei, Melvyn Hunt, Adrian Skilling
Mirroring to Build Trust in Digital Assistants
content type paper research area Human-Computer Interactionconference InterspeechPublished year 2019
AuthorsKatherine Metcalf, Barry-John Theobald, Garrett Weinberg, Robert Lee, Ing-Marie Jonsson, Russ Webb, Nicholas Apostoloff
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice
content type paper research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsVikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition
content type paper research area Privacy, research area Speech and Natural Language Processingconference InterspeechPublished year 2019
AuthorsGautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster

Research - Apple Machine Learning Research