Ariya Rastrow

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 103

Top Venues

CoRR

ICASSP

INTERSPEECH

Interspeech

Publications

David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. ICASSP (2024)
David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. CoRR (2024)
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
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks. CoRR (2024)
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
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. ICASSP (2024)
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
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition. CoRR (2024)
Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR (2024)
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
Two-pass Endpoint Detection for Speech Recognition. CoRR (2024)
Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) (2024)
Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris
Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP (2024)
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR (2023)
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
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. ICASSP (2023)
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR (2023)
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH (2023)
Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke
Streaming Speech-to-Confusion Network Speech Recognition. INTERSPEECH (2023)
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
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU (2023)
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU (2023)
Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. ICML (2023)
Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. ICASSP (2023)
Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH (2023)
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Personalization for BERT-based Discriminative Speech Recognition Rescoring. INTERSPEECH (2023)
Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
Federated Self-Learning with Weak Supervision for Speech Recognition. CoRR (2023)
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
Two-Pass Endpoint Detection for Speech Recognition. ASRU (2023)
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
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR (2023)
David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
Domain Adaptation with External Off-Policy Acoustic Catalogs for Scalable Contextual End-to-End Automated Speech Recognition. ICASSP (2023)
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
Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. CoRR (2023)
Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow
Personalized Predictive ASR for Latency Reduction in Voice Assistants. CoRR (2023)
Guruprasad V. Ramesh, Gopinath Chennupati, Milind Rao, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo
Federated Representation Learning for Automatic Speech Recognition. CoRR (2023)
David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition. CoRR (2023)
Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke
Streaming Speech-to-Confusion Network Speech Recognition. CoRR (2023)
Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers. CoRR (2023)
Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow
Personalized Predictive ASR for Latency Reduction in Voice Assistants. INTERSPEECH (2023)
Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris
Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers. ICASSP (2023)
Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
Federated Self-Learning with Weak Supervision for Speech Recognition. ICASSP (2023)
Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson, Zhe Zhang, Chul Lee, Bach Bui, Ariya Rastrow
On joint training with interfaces for spoken language understanding. INTERSPEECH (2022)
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. CoRR (2022)
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT. CoRR (2022)
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
Compute Cost Amortized Transformer for Streaming ASR. CoRR (2022)
Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris
Caching Networks: Capitalizing on Common Speech for ASR. ICASSP (2022)
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH (2022)
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. ICASSP (2022)
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
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. KDD (2022)
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. INTERSPEECH (2022)
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
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. INTERSPEECH (2022)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. IWAENC (2022)
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT (2022)
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
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. CoRR (2022)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR (2021)
Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
FANS: Fusing ASR and NLU for on-device SLU. CoRR (2021)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. CoRR (2021)
Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
FANS: Fusing ASR and NLU for On-Device SLU. Interspeech (2021)
Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
Context-Aware Transformer Transducer for Speech Recognition. CoRR (2021)
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
Sparsification via Compressed Sensing for Automatic Speech Recognition. ICASSP (2021)
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
Attention-based Contextual Language Model Adaptation for Speech Recognition. ACL/IJCNLP (Findings) (2021)
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
Sparsification via Compressed Sensing for Automatic Speech Recognition. CoRR (2021)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. Interspeech (2021)
Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
Domain-Aware Neural Language Models for Speech Recognition. ICASSP (2021)
Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
Domain-aware Neural Language Models for Speech Recognition. CoRR (2021)
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
Personalization Strategies for End-to-End Speech Recognition Systems. CoRR (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
Wav2vec-C: A Self-supervised Model for Speech Representation Learning. CoRR (2021)
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
Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. ICASSP (2021)
Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow
End-to-End Spoken Language Understanding using RNN-Transducer ASR. CoRR (2021)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Learning a Neural Diff for Speech Models. CoRR (2021)
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding. CoRR (2021)
Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
Context-Aware Transformer Transducer for Speech Recognition. ASRU (2021)
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
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. CoRR (2021)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. CoRR (2021)
Jon Macoskey, Grant P. Strimel, Ariya Rastrow
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP (2021)
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
Attention-based Contextual Language Model Adaptation for Speech Recognition. CoRR (2021)
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
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. ASRU (2021)
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
Personalization Strategies for End-to-End Speech Recognition Systems. ICASSP (2021)
Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech (2021)
Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow
Learning a Neural Diff for Speech Models. Interspeech (2021)
Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. SLT (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
wav2vec-C: A Self-Supervised Model for Speech Representation Learning. Interspeech (2021)
Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling. ICASSP (2021)
Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow
Amortized Neural Networks for Low-Latency Speech Recognition. CoRR (2021)
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding. ICASSP (2021)
Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow
Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. INTERSPEECH (2020)
Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas
Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses. CoRR (2020)
Denis Filimonov, Ravi Teja Gadde, Ariya Rastrow
Neural Composition: Learning to Generate from Multiple Models. CoRR (2020)
Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. CoRR (2020)
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
Streaming End-to-End Bilingual ASR Systems with Joint Language Identification. CoRR (2020)
Alex Sokolov, Tracy Rohlin, Ariya Rastrow
Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. CoRR (2020)
Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models. INTERSPEECH (2020)
Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion. CoRR (2020)
Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gökçe Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling. CoRR (2020)
Ankur Gandhe, Ariya Rastrow
Audio-Attention Discriminative Language Model for ASR Rescoring. ICASSP (2020)
Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. CoRR (2020)
Ankur Gandhe, Ariya Rastrow
Audio-attention discriminative language model for ASR rescoring. CoRR (2019)
Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow
Scalable Multi Corpora Neural Language Models for ASR. CoRR (2019)
Alex Sokolov, Tracy Rohlin, Ariya Rastrow
Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. INTERSPEECH (2019)
Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow
Scalable Multi Corpora Neural Language Models for ASR. INTERSPEECH (2019)
Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow
Contextual Language Model Adaptation for Conversational Agents. CoRR (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-Based Whisper Detection. SLT (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. INTERSPEECH (2018)
Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
Scalable language model adaptation for spoken dialogue systems. CoRR (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. CoRR (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-based Whisper Detection. CoRR (2018)
Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow
Contextual Language Model Adaptation for Conversational Agents. INTERSPEECH (2018)
Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
Scalable Language Model Adaptation for Spoken Dialogue Systems. SLT (2018)

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Publication Activity (10 Years)

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Ariya Rastrow