Ariya Rastrow
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
72
Venues
8
Active years
2008–2026
Best venue rank
A*
Where they publish
Papers
72 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. | 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 |
| 2025 | ICASSP | Speech Recognition Rescoring with Large Speech-Text Foundation Models. | Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2025 | Interspeech | Universal Semantic Disentangled Privacy-preserving Speech Representation Learning. | Biel Tura Vecino, Subhadeep Maji, Aravind Varier, Antonio Bonafonte, Ivan Valles, Michael Owen, Constantinos Papayiannis, Leif Rdel, Grant P. Strimel, Oluwaseyi Feyisetan, Roberto Barra-Chicote, Ariya Rastrow, Volker Leutnant, Trevor Wood |
| 2024 | ACL | Multi-Modal Retrieval For Large Language Model Based Speech Recognition. | Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2024 | ICASSP | Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. | David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Bjrn Hoffmeister |
| 2024 | ICASSP | Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. | 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 | ICASSP | Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. | Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris |
| 2024 | ICML | An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems. | Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Bjrn Hoffmeister |
| 2023 | ASRU | Two-Pass Endpoint Detection for Speech Recognition. | 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 | ASRU | Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. | Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | ASRU | Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. | 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 | ICASSP | Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. | Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris |
| 2023 | ICASSP | Domain Adaptation with External Off-Policy Acoustic Catalogs for Scalable Contextual End-to-End Automated Speech Recognition. | David M. Chan, Shalini Ghosh, Ariya Rastrow, Bjrn Hoffmeister |
| 2023 | ICASSP | Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. | Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko |
| 2023 | ICASSP | Federated Self-Learning with Weak Supervision for Speech Recognition. | Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo |
| 2023 | ICASSP | Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. | 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 | ICML | Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. | Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris |
| 2023 | Interspeech | Streaming Speech-to-Confusion Network Speech Recognition. | Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke |
| 2023 | Interspeech | Scaling Laws for Discriminative Speech Recognition Rescoring Models. | Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | Interspeech | Personalization for BERT-based Discriminative Speech Recognition Rescoring. | Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2023 | Interspeech | Personalized Predictive ASR for Latency Reduction in Voice Assistants. | Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow |
| 2023 | Interspeech | Distillation Strategies for Discriminative Speech Recognition Rescoring. | Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko |
| 2022 | ICASSP | Caching Networks: Capitalizing on Common Speech for ASR. | Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris |
| 2022 | ICASSP | RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. | Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko |
| 2022 | Interspeech | RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. | 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 | Interspeech | On joint training with interfaces for spoken language understanding. | Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson, Zhe Zhang, Chul Lee, Bach Bui, Ariya Rastrow |
| 2022 | Interspeech | Compute Cost Amortized Transformer for Streaming ASR. | Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel |
| 2022 | Interspeech | Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow |
| 2022 | KDD | ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. | 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 |
| 2021 | ACL | Attention-based Contextual Language Model Adaptation for Speech Recognition. | Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe |
| 2021 | ASRU | Context-Aware Transformer Transducer for Speech Recognition. | Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann |
| 2021 | ASRU | Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. | 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 | ICASSP | Personalization Strategies for End-to-End Speech Recognition Systems. | 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 | ICASSP | REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling. | Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas |
| 2021 | ICASSP | Domain-Aware Neural Language Models for Speech Recognition. | Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko |
| 2021 | ICASSP | Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. | Jon Macoskey, Grant P. Strimel, Ariya Rastrow |
| 2021 | ICASSP | Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. | Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Mller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann |
| 2021 | ICASSP | DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding. | Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke |
| 2021 | ICASSP | Sparsification via Compressed Sensing for Automatic Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow |
| 2021 | Interspeech | Learning a Neural Diff for Speech Models. | Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow |
| 2021 | Interspeech | Amortized Neural Networks for Low-Latency Speech Recognition. | Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow |
| 2021 | Interspeech | FANS: Fusing ASR and NLU for On-Device SLU. | Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow |
| 2021 | Interspeech | Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. | Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo |
| 2021 | Interspeech | wav2vec-C: A Self-Supervised Model for Speech Representation Learning. | Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas |
| 2020 | ICASSP | Audio-Attention Discriminative Language Model for ASR Rescoring. | Ankur Gandhe, Ariya Rastrow |
| 2020 | Interspeech | Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. | Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow |
| 2020 | Interspeech | Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models. | Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Pirard, Jon Webb |
| 2019 | Interspeech | Scalable Multi Corpora Neural Language Models for ASR. | Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow |
| 2019 | Interspeech | Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. | Alex Sokolov, Tracy Rohlin, Ariya Rastrow |
| 2018 | ICASSP | Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. | Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Bjrn Hoffmeister |
| 2018 | Interspeech | Device-directed Utterance Detection. | Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Bjrn Hoffmeister |
| 2018 | Interspeech | Contextual Language Model Adaptation for Conversational Agents. | Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow |
| 2017 | Interspeech | Domain-Specific Utterance End-Point Detection for Speech Recognition. | Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Bjrn Hoffmeister |
| 2016 | Interspeech | LatticeRnn: Recurrent Neural Networks Over Lattices. | Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Bjrn Hoffmeister |
| 2015 | Interspeech | Accurate endpointing with expected pause duration. | Baiyang Liu, Bjrn Hoffmeister, Ariya Rastrow |
| 2012 | ACL | Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining. | Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur |
| 2012 | Interspeech | Efficient Structured Language Modeling for Speech Recognition. | Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur |
| 2012 | NAACL | Revisiting the Case for Explicit Syntactic Information in Language Models. | Ariya Rastrow, Sanjeev Khudanpur, Mark Dredze |
| 2011 | ACL | Learning Sub-Word Units for Open Vocabulary Speech Recognition. | Carolina Parada, Mark Dredze, Abhinav Sethy, Ariya Rastrow |
| 2011 | ASRU | Efficient discriminative training of long-span language models. | Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur |
| 2011 | ASRU | Adapting n-gram maximum entropy language models with conditional entropy regularization. | Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur |
| 2011 | ICASSP | Hill climbing on speech lattices: A new rescoring framework. | Ariya Rastrow, Markus Dreyer, Abhinav Sethy, Sanjeev Khudanpur, Bhuvana Ramabhadran, Mark Dredze |
| 2010 | ICASSP | Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models. | Luks Burget, Petr Schwarz, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafit, Daniel Povey, Ariya Rastrow, Richard C. Rose, Samuel Thomas |
| 2010 | ICASSP | A novel estimation of feature-space MLLR for full-covariance models. | Arnab Ghoshal, Daniel Povey, Mohit Agarwal, Pinar Akyazi, Luks Burget, Kai Feng, Ondrej Glembek, Nagendra Goel, Martin Karafit, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas |
| 2010 | ICASSP | Approaches to automatic lexicon learning with limited training examples. | Nagendra Goel, Samuel Thomas, Mohit Agarwal, Pinar Akyazi, Luks Burget, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Martin Karafit, Daniel Povey, Ariya Rastrow, Richard C. Rose, Petr Schwarz |
| 2010 | ICASSP | Subspace Gaussian Mixture Models for speech recognition. | Daniel Povey, Luks Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafit, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas |
| 2010 | NAACL | Unsupervised Model Adaptation using Information-Theoretic Criterion. | Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, Bhuvana Ramabhadran |
| 2009 | ASRU | Constrained discriminative training of N-gram language models. | Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran |
| 2009 | ICASSP | A new method for OOV detection using hybrid word/fragment system. | Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran |
| 2009 | Interspeech | Towards using hybrid word and fragment units for vocabulary independent LVCSR systems. | Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran, Frederick Jelinek |
| 2009 | Interspeech | Unsupervised estimation of the language model scaling factor. | Christopher M. White, Ariya Rastrow, Sanjeev Khudanpur, Frederick Jelinek |
| 2008 | ICASSP | Combination of strongly and weakly constrained recognizers for reliable detection of OOVS. | Luks Burget, Petr Schwarz, Pavel Matejka, Mirko Hannemann, Ariya Rastrow, Christopher M. White, Sanjeev Khudanpur, Hynek Hermansky, Jan Cernock |