Ariya Rastrow - RankMe

133 papers A* 5A 27C 8Misc 27Journal 55Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. EACL (Industry Track) Minseok Kim, Jingxiang Chen, Seong-Gyun Leem, Yin Huang, Rashi Rungta, Zhicheng Ouyang, Haibin Wu, Surya Teja Appini, Ankur Bansal, Yang Bai, Yue Liu, Florian Metze, Ahmed Aly, Anuj Kumar, Ariya Rastrow, Zhaojiang Lin
2026	J	`jnl`	Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. CoRR Jingxiang Chen, Minseok Kim, Seong-Gyun Leem, Yin Huang, Rashi Rungta, Zhicheng Ouyang, Haibin Wu, Surya Teja Appini, Ankur Bansal, Yang Bai, Yue Liu, Florian Metze, Ahmed A. Aly, Anuj Kumar, Ariya Rastrow, Zhaojiang Lin
2025	Misc	`conf`	Speech Recognition Rescoring with Large Speech-Text Foundation Models. ICASSP Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2025	A	`conf`	Universal Semantic Disentangled Privacy-preserving Speech Representation Learning. INTERSPEECH Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles, Michael Owen, Constantinos Papayiannis, Leif Rädel, Grant P. Strimel, Oluwaseyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Volker Leutnant, Trevor Wood
2025	J	`jnl`	Universal Semantic Disentangled Privacy-preserving Speech Representation Learning. CoRR Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles, Michael Owen, Leif Rädel, Grant P. Strimel, Seyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Constantinos Papayiannis, Volker Leutnant, Trevor Wood
2024	A*	`conf`	An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems. ICML Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister
2024	J	`jnl`	An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems. CoRR Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister
2024	A*	`conf`	CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing. NeurIPS Yen-Ju Lu, Jing Liu, Thomas Thebaud, Laureano Moro-Velázquez, Ariya Rastrow, Najim Dehak, Jesús Villalba
2024	J	`jnl`	CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing. CoRR Yen-Ju Lu, Jing Liu, Thomas Thebaud, Laureano Moro-Velázquez, Ariya Rastrow, Najim Dehak, Jesús Villalba
2024	J	`jnl`	Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition. CoRR Yu Yu, Chao-Han Huck Yang, Tuan Dinh, Sungho Ryu, Jari Kolehmainen, Roger Ren, Denis Filimonov, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Jia Xu, Ivan Bulyko, Andreas Stolcke
2024	Misc	`conf`	Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris
2024	—	`conf`	Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024	J	`jnl`	Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko
2024	J	`jnl`	Speech Recognition Rescoring with Large Speech-Text Foundation Models. CoRR Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024	Misc	`conf`	Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. ICASSP David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister
2024	J	`jnl`	Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. CoRR David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister
2024	J	`jnl`	Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks. CoRR Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-yi Lee, Ariya Rastrow, Andreas Stolcke
2024	Misc	`conf`	Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. ICASSP Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-yi Lee, Ariya Rastrow, Andreas Stolcke
2024	J	`jnl`	Two-pass Endpoint Detection for Speech Recognition. CoRR Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
2023	J	`jnl`	Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2023	C	`conf`	Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023	A	`conf`	Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023	Misc	`conf`	Domain Adaptation with External Off-Policy Acoustic Catalogs for Scalable Contextual End-to-End Automated Speech Recognition. ICASSP David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
2023	Misc	`conf`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. ICASSP Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann
2023	J	`jnl`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. CoRR Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann
2023	J	`jnl`	Federated Representation Learning for Automatic Speech Recognition. CoRR Guruprasad V. Ramesh, Gopinath Chennupati, Milind Rao, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo
2023	Misc	`conf`	Federated Self-Learning with Weak Supervision for Speech Recognition. ICASSP Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
2023	J	`jnl`	Federated Self-Learning with Weak Supervision for Speech Recognition. CoRR Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
2023	Misc	`conf`	Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. ICASSP Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris
2023	A*	`conf`	Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. ICML Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris
2023	C	`conf`	Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko
2023	J	`jnl`	Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko
2023	J	`jnl`	PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers. CoRR Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023	A	`conf`	Personalization for BERT-based Discriminative Speech Recognition Rescoring. INTERSPEECH Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023	J	`jnl`	Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023	A	`conf`	Personalized Predictive ASR for Latency Reduction in Voice Assistants. INTERSPEECH Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow
2023	J	`jnl`	Personalized Predictive ASR for Latency Reduction in Voice Assistants. CoRR Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow
2023	Misc	`conf`	Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. ICASSP Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023	A	`conf`	Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023	A	`conf`	Streaming Speech-to-Confusion Network Speech Recognition. INTERSPEECH Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke
2023	J	`jnl`	Streaming Speech-to-Confusion Network Speech Recognition. CoRR Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke
2023	C	`conf`	Two-Pass Endpoint Detection for Speech Recognition. ASRU Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
2023	J	`jnl`	Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition. CoRR David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
2022	—	`conf`	Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
2022	Misc	`conf`	Caching Networks: Capitalizing on Common Speech for ASR. ICASSP Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris
2022	A	`conf`	Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022	J	`jnl`	Compute Cost Amortized Transformer for Streaming ASR. CoRR Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022	—	`conf`	Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. IWAENC Gokce Keskin, Minhua Wu, Brian John King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
2022	A*	`conf`	ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. KDD Gopinath Chennupati, Milind Rao, Gurpreet Chadha, Aaron Eakin, Anirudh Raju, Gautam Tiwari, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo, Andy Oberlin, Buddha Nandanoor, Prahalad Venkataramanan, Zheng Wu, Pankaj Sitpure
2022	J	`jnl`	ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. CoRR Gopinath Chennupati, Milind Rao, Gurpreet Chadha, Aaron Eakin, Anirudh Raju, Gautam Tiwari, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo, Andy Oberlin, Buddha Nandanoor, Prahalad Venkataramanan, Zheng Wu, Pankaj Sitpure
2022	A	`conf`	On joint training with interfaces for spoken language understanding. INTERSPEECH Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson, Zhe Zhang, Chul Lee, Bach Bui, Ariya Rastrow
2022	A	`conf`	RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. INTERSPEECH Phani Sankar Nidadavolu, Na Xu, Nick Jutila, Ravi Teja Gadde, Aswarth Abhilash Dara, Joseph Savold, Sapan Patel, Aaron Hoff, Veerdhawal Pande, Kevin Crews, Ankur Gandhe, Ariya Rastrow, Roland Maas
2022	Misc	`conf`	RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. ICASSP Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2022	J	`jnl`	RescoreBERT: Discriminative Speech Recognition Rescoring with BERT. CoRR Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2022	A	`conf`	Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. INTERSPEECH Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
2022	J	`jnl`	Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. CoRR Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
2021	A	`conf`	Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
2021	J	`jnl`	Amortized Neural Networks for Low-Latency Speech Recognition. CoRR Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
2021	—	`conf`	Attention-based Contextual Language Model Adaptation for Speech Recognition. ACL/IJCNLP (Findings) Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
2021	J	`jnl`	Attention-based Contextual Language Model Adaptation for Speech Recognition. CoRR Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
2021	C	`conf`	Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. ASRU Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel
2021	J	`jnl`	Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. CoRR Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel
2021	Misc	`conf`	Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP Jon Macoskey, Grant P. Strimel, Ariya Rastrow
2021	J	`jnl`	Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	C	`conf`	Context-Aware Transformer Transducer for Speech Recognition. ASRU Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
2021	J	`jnl`	Context-Aware Transformer Transducer for Speech Recognition. CoRR Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
2021	Misc	`conf`	DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding. ICASSP Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
2021	J	`jnl`	Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. CoRR Gokce Keskin, Minhua Wu, Brian John King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
2021	J	`jnl`	Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding. CoRR Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
2021	Misc	`conf`	Domain-Aware Neural Language Models for Speech Recognition. ICASSP Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
2021	J	`jnl`	Domain-aware Neural Language Models for Speech Recognition. CoRR Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
2021	J	`jnl`	End-to-End Spoken Language Understanding using RNN-Transducer ASR. CoRR Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow
2021	A	`conf`	FANS: Fusing ASR and NLU for On-Device SLU. Interspeech Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
2021	J	`jnl`	FANS: Fusing ASR and NLU for on-device SLU. CoRR Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
2021	Misc	`conf`	Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. ICASSP Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
2021	A	`conf`	Learning a Neural Diff for Speech Models. Interspeech Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	J	`jnl`	Learning a Neural Diff for Speech Models. CoRR Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
2021	A	`conf`	Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. Interspeech Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
2021	J	`jnl`	Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. CoRR Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
2021	Misc	`conf`	Personalization Strategies for End-to-End Speech Recognition Systems. ICASSP Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021	J	`jnl`	Personalization Strategies for End-to-End Speech Recognition Systems. CoRR Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021	Misc	`conf`	REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling. ICASSP Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
2021	Misc	`conf`	Sparsification via Compressed Sensing for Automatic Speech Recognition. ICASSP Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
2021	J	`jnl`	Sparsification via Compressed Sensing for Automatic Speech Recognition. CoRR Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
2021	—	`conf`	Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. SLT Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
2021	J	`jnl`	Wav2vec-C: A Self-supervised Model for Speech Representation Learning. CoRR Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
2021	A	`conf`	wav2vec-C: A Self-Supervised Model for Speech Representation Learning. Interspeech Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
2020	Misc	`conf`	Audio-Attention Discriminative Language Model for ASR Rescoring. ICASSP Ankur Gandhe, Ariya Rastrow
2020	J	`jnl`	Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion. CoRR Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko
2020	J	`jnl`	Neural Composition: Learning to Generate from Multiple Models. CoRR Denis Filimonov, Ravi Teja Gadde, Ariya Rastrow
2020	J	`jnl`	Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. CoRR Alex Sokolov, Tracy Rohlin, Ariya Rastrow
2020	J	`jnl`	REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling. CoRR Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gökçe Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
2020	A	`conf`	Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models. INTERSPEECH Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb
2020	J	`jnl`	Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. CoRR Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow
2020	A	`conf`	Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. INTERSPEECH Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow
2020	J	`jnl`	Streaming End-to-End Bilingual ASR Systems with Joint Language Identification. CoRR Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
2020	J	`jnl`	Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses. CoRR Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas
2020	J	`jnl`	Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. CoRR Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
2019	J	`jnl`	Audio-attention discriminative language model for ASR rescoring. CoRR Ankur Gandhe, Ariya Rastrow
2019	A	`conf`	Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. INTERSPEECH Alex Sokolov, Tracy Rohlin, Ariya Rastrow
2019	A	`conf`	Scalable Multi Corpora Neural Language Models for ASR. INTERSPEECH Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow
2019	J	`jnl`	Scalable Multi Corpora Neural Language Models for ASR. CoRR Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow
2018	Misc	`conf`	Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. ICASSP Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
2018	A	`conf`	Contextual Language Model Adaptation for Conversational Agents. INTERSPEECH Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow
2018	J	`jnl`	Contextual Language Model Adaptation for Conversational Agents. CoRR Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow
2018	A	`conf`	Device-directed Utterance Detection. INTERSPEECH Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
2018	J	`jnl`	Device-directed Utterance Detection. CoRR Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
2018	—	`conf`	LSTM-Based Whisper Detection. SLT Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
2018	J	`jnl`	LSTM-based Whisper Detection. CoRR Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
2018	—	`conf`	Scalable Language Model Adaptation for Spoken Dialogue Systems. SLT Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
2018	J	`jnl`	Scalable language model adaptation for spoken dialogue systems. CoRR Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
2017	A	`conf`	Domain-Specific Utterance End-Point Detection for Speech Recognition. INTERSPEECH Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
2016	A	`conf`	LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister
2015	A	`conf`	Accurate endpointing with expected pause duration. INTERSPEECH Baiyang Liu, Björn Hoffmeister, Ariya Rastrow
2012	J	`jnl`	Acoustically discriminative language model training with pseudo-hypothesis. Speech Commun. Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura
2012	A	`conf`	Efficient Structured Language Modeling for Speech Recognition. INTERSPEECH Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur
2012	—	`conf`	Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining. ACL (1) Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur
2012	—	`conf`	Revisiting the Case for Explicit Syntactic Information in Language Models. WLM@NAACL-HLT Ariya Rastrow, Sanjeev Khudanpur, Mark Dredze
2011	C	`conf`	Adapting n-gram maximum entropy language models with conditional entropy regularization. ASRU Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur
2011	C	`conf`	Efficient discriminative training of long-span language models. ASRU Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur
2011	Misc	`conf`	Hill climbing on speech lattices: A new rescoring framework. ICASSP Ariya Rastrow, Markus Dreyer, Abhinav Sethy, Sanjeev Khudanpur, Bhuvana Ramabhadran, Mark Dredze
2011	A*	`conf`	Learning Sub-Word Units for Open Vocabulary Speech Recognition. ACL Carolina Parada, Mark Dredze, Abhinav Sethy, Ariya Rastrow
2011	J	`jnl`	The subspace Gaussian mixture model - A structured model for speech recognition. Comput. Speech Lang. Daniel Povey, Lukás Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas
2010	Misc	`conf`	A novel estimation of feature-space MLLR for full-covariance models. ICASSP Arnab Ghoshal, Daniel Povey, Mohit Agarwal, Pinar Akyazi, Lukás Burget, Kai Feng, Ondrej Glembek, Nagendra Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas
2010	Misc	`conf`	Approaches to automatic lexicon learning with limited training examples. ICASSP Nagendra Goel, Samuel Thomas, Mohit Agarwal, Pinar Akyazi, Lukás Burget, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Martin Karafiát, Daniel Povey, Ariya Rastrow, Richard C. Rose, Petr Schwarz
2010	Misc	`conf`	Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models. ICASSP Lukás Burget, Petr Schwarz, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Daniel Povey, Ariya Rastrow, Richard C. Rose, Samuel Thomas
2010	Misc	`conf`	Subspace Gaussian Mixture Models for speech recognition. ICASSP Daniel Povey, Lukás Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas
2010	—	`conf`	Unsupervised Model Adaptation using Information-Theoretic Criterion. HLT-NAACL Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, Bhuvana Ramabhadran
2009	Misc	`conf`	A new method for OOV detection using hybrid word/fragment system. ICASSP Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran
2009	C	`conf`	Constrained discriminative training of N-gram language models. ASRU Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran
2009	A	`conf`	Towards using hybrid word and fragment units for vocabulary independent LVCSR systems. INTERSPEECH Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran, Frederick Jelinek
2009	A	`conf`	Unsupervised estimation of the language model scaling factor. INTERSPEECH Christopher M. White, Ariya Rastrow, Sanjeev Khudanpur, Frederick Jelinek
2008	Misc	`conf`	Combination of strongly and weakly constrained recognizers for reliable detection of OOVS. ICASSP Lukás Burget, Petr Schwarz, Pavel Matejka, Mirko Hannemann, Ariya Rastrow, Christopher M. White, Sanjeev Khudanpur, Hynek Hermansky, Jan Cernocký