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2020 – today
- 2024
[c74]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: 4435-4446- [c73]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: 11806-11810 - [c72]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: 12226-12230 - [c71]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: 12856-12860 - [c70]Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister:
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems. ICML 2024 - [i50]David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister:
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. CoRR abs/2401.02417 (2024) - [i49]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 abs/2401.02921 (2024) - [i48]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 abs/2401.08916 (2024) - [i47]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 abs/2401.10447 (2024) - [i46]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 abs/2406.09618 (2024) - [i45]Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister:
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems. CoRR abs/2409.10515 (2024) - [i44]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Speech Recognition Rescoring with Large Speech-Text Foundation Models. CoRR abs/2409.16654 (2024) - 2023
- [c69]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: 1-8 - [c68]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU 2023: 1-7 - [c67]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: 1-8 - [c66]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: 1-5 - [c65]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: 1-5 - [c64]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: 1-5 - [c63]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: 1-5 - [c62]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: 1-5 - [c61]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: 32654-32676 - [c60]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: 366-370 - [c59]Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH 2023: 471-475 - [c58]Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow:
Personalized Predictive ASR for Latency Reduction in Voice Assistants. INTERSPEECH 2023: 745-749 - [c57]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 4084-4088 - [c56]Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke:
Streaming Speech-to-Confusion Network Speech Recognition. INTERSPEECH 2023: 4099-4103 - [i43]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 abs/2301.02736 (2023) - [i42]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 abs/2303.17131 (2023) - [i41]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 abs/2304.01905 (2023) - [i40]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 abs/2305.07778 (2023) - [i39]Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow:
Personalized Predictive ASR for Latency Reduction in Voice Assistants. CoRR abs/2305.13794 (2023) - [i38]Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke:
Streaming Speech-to-Confusion Network Speech Recognition. CoRR abs/2306.03778 (2023) - [i37]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 abs/2306.12015 (2023) - [i36]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR abs/2307.06832 (2023) - [i35]Guruprasad V. Ramesh, Gopinath Chennupati, Milind Rao, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo:
Federated Representation Learning for Automatic Speech Recognition. CoRR abs/2308.02013 (2023) - [i34]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 abs/2309.15223 (2023) - 2022
- [c55]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: 6117-6121 - [c54]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: 8412-8416 - [c53]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: 1253-1257 - [c52]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: 3033-3037 - [c51]Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel:
Compute Cost Amortized Transformer for Streaming ASR. INTERSPEECH 2022: 3043-3047 - [c50]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: 4347-4351 - [c49]Gokce Keskin, Minhua Wu, Brian John 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: 1-5 - [c48]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: 2780-2788 - [c47]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: 100-107 - [i33]Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT. CoRR abs/2202.01094 (2022) - [i32]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 abs/2206.15408 (2022) - [i31]Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel:
Compute Cost Amortized Transformer for Streaming ASR. CoRR abs/2207.02393 (2022) - [i30]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 abs/2207.09078 (2022) - 2021
- [c46]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: 1994-2003 - [c45]Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann:
Context-Aware Transformer Transducer for Speech Recognition. ASRU 2021: 503-510 - [c44]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: 837-844 - [c43]Jon Macoskey, Grant P. Strimel, Ariya Rastrow:
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. ICASSP 2021: 5999-6003 - [c42]Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow:
Sparsification via Compressed Sensing for Automatic Speech Recognition. ICASSP 2021: 6009-6013 - [c41]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: 6408-6412 - [c40]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: 7218-7222 - [c39]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: 7348-7352 - [c38]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: 7373-7377 - [c37]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: 7473-7477 - [c36]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: 711-715 - [c35]Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow:
FANS: Fusing ASR and NLU for On-Device SLU. Interspeech 2021: 1224-1228 - [c34]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Learning a Neural Diff for Speech Models. Interspeech 2021: 2536-2540 - [c33]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: 3455-3459 - [c32]Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow:
Amortized Neural Networks for Low-Latency Speech Recognition. Interspeech 2021: 4558-4562 - [c31]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: 659-664 - [i29]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 abs/2101.03229 (2021) - [i28]Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow:
Sparsification via Compressed Sensing for Automatic Speech Recognition. CoRR abs/2102.04932 (2021) - [i27]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 abs/2102.06750 (2021) - [i26]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 abs/2102.07739 (2021) - [i25]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 abs/2103.08393 (2021) - [i24]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 abs/2105.07071 (2021) - [i23]Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe:
Attention-based Contextual Language Model Adaptation for Speech Recognition. CoRR abs/2106.01451 (2021) - [i22]Gokce Keskin, Minhua Wu, Brian John 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 abs/2106.02750 (2021) - [i21]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 abs/2106.15919 (2021) - [i20]Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow:
Amortized Neural Networks for Low-Latency Speech Recognition. CoRR abs/2108.01553 (2021) - [i19]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Learning a Neural Diff for Speech Models. CoRR abs/2108.01561 (2021) - [i18]Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow:
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization. CoRR abs/2108.01704 (2021) - [i17]Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow:
FANS: Fusing ASR and NLU for on-device SLU. CoRR abs/2111.00400 (2021) - [i16]Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann:
Context-Aware Transformer Transducer for Speech Recognition. CoRR abs/2111.03250 (2021) - [i15]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 abs/2112.06743 (2021) - 2020
- [c30]Ankur Gandhe, Ariya Rastrow:
Audio-Attention Discriminative Language Model for ASR Rescoring. ICASSP 2020: 7944-7948 - [c29]Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow:
Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. INTERSPEECH 2020: 876-880 - [c28]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: 3386-3390 - [i14]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 abs/2006.00703 (2020) - [i13]Alex Sokolov, Tracy Rohlin, Ariya Rastrow:
Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. CoRR abs/2006.14194 (2020) - [i12]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 abs/2007.03900 (2020) - [i11]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 abs/2007.09245 (2020) - [i10]Denis Filimonov, Ravi Teja Gadde, Ariya Rastrow:
Neural Composition: Learning to Generate from Multiple Models. CoRR abs/2007.16013 (2020) - [i9]Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow:
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces. CoRR abs/2008.06173 (2020) - [i8]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 abs/2012.00133 (2020) - [i7]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 abs/2012.07353 (2020)
2010 – 2019
- 2019
- [c27]Alex Sokolov, Tracy Rohlin, Ariya Rastrow:
Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion. INTERSPEECH 2019: 2065-2069 - [c26]Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow:
Scalable Multi Corpora Neural Language Models for ASR. INTERSPEECH 2019: 3910-3914 - [i6]Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow:
Scalable Multi Corpora Neural Language Models for ASR. CoRR abs/1907.01677 (2019) - [i5]Ankur Gandhe, Ariya Rastrow:
Audio-attention discriminative language model for ASR rescoring. CoRR abs/1912.03363 (2019) - 2018
- [c25]Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister:
Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. ICASSP 2018: 5544-5548 - [c24]Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister:
Device-directed Utterance Detection. INTERSPEECH 2018: 1225-1228 - [c23]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: 3333-3337 - [c22]Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister:
LSTM-Based Whisper Detection. SLT 2018: 139-144 - [c21]Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister:
Scalable Language Model Adaptation for Spoken Dialogue Systems. SLT 2018: 907-912 - [i4]Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow:
Contextual Language Model Adaptation for Conversational Agents. CoRR abs/1806.10215 (2018) - [i3]Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister:
Device-directed Utterance Detection. CoRR abs/1808.02504 (2018) - [i2]Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister:
LSTM-based Whisper Detection. CoRR abs/1809.07832 (2018) - [i1]Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister:
Scalable language model adaptation for spoken dialogue systems. CoRR abs/1812.04647 (2018) - 2017
- [c20]Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister:
Domain-Specific Utterance End-Point Detection for Speech Recognition. INTERSPEECH 2017: 1943-1947 - 2016
- [c19]Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister:
LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH 2016: 695-699 - 2015
- [c18]Baiyang Liu, Björn Hoffmeister, Ariya Rastrow:
Accurate endpointing with expected pause duration. INTERSPEECH 2015: 2912-2916 - 2012
- [j2]Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura:
Acoustically discriminative language model training with pseudo-hypothesis. Speech Commun. 54(2): 219-228 (2012) - [c17]Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur:
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining. ACL (1) 2012: 175-183 - [c16]Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur:
Efficient Structured Language Modeling for Speech Recognition. INTERSPEECH 2012: 1660-1663 - [c15]Ariya Rastrow, Sanjeev Khudanpur, Mark Dredze:
Revisiting the Case for Explicit Syntactic Information in Language Models. WLM@NAACL-HLT 2012: 50-58 - 2011
- [j1]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:
The subspace Gaussian mixture model - A structured model for speech recognition. Comput. Speech Lang. 25(2): 404-439 (2011) - [c14]Carolina Parada, Mark Dredze, Abhinav Sethy, Ariya Rastrow:
Learning Sub-Word Units for Open Vocabulary Speech Recognition. ACL 2011: 712-721 - [c13]Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur:
Efficient discriminative training of long-span language models. ASRU 2011: 214-219 - [c12]Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur:
Adapting n-gram maximum entropy language models with conditional entropy regularization. ASRU 2011: 220-225 - [c11]Ariya Rastrow, Markus Dreyer, Abhinav Sethy, Sanjeev Khudanpur, Bhuvana Ramabhadran, Mark Dredze:
Hill climbing on speech lattices: A new rescoring framework. ICASSP 2011: 5032-5035 - 2010
- [c10]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:
A novel estimation of feature-space MLLR for full-covariance models. ICASSP 2010: 4310-4313 - [c9]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:
Subspace Gaussian Mixture Models for speech recognition. ICASSP 2010: 4330-4333 - [c8]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:
Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models. ICASSP 2010: 4334-4337 - [c7]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:
Approaches to automatic lexicon learning with limited training examples. ICASSP 2010: 5094-5097 - [c6]Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, Bhuvana Ramabhadran:
Unsupervised Model Adaptation using Information-Theoretic Criterion. HLT-NAACL 2010: 190-197
2000 – 2009
- 2009
- [c5]Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran:
Constrained discriminative training of N-gram language models. ASRU 2009: 311-316 - [c4]Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran:
A new method for OOV detection using hybrid word/fragment system. ICASSP 2009: 3953-3956 - [c3]Christopher M. White, Ariya Rastrow, Sanjeev Khudanpur, Frederick Jelinek:
Unsupervised estimation of the language model scaling factor. INTERSPEECH 2009: 1195-1198 - [c2]Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran, Frederick Jelinek:
Towards using hybrid word and fragment units for vocabulary independent LVCSR systems. INTERSPEECH 2009: 1931-1934 - 2008
- [c1]Lukás Burget, Petr Schwarz, Pavel Matejka, Mirko Hannemann, Ariya Rastrow, Christopher M. White, Sanjeev Khudanpur, Hynek Hermansky, Jan Cernocký:
Combination of strongly and weakly constrained recognizers for reliable detection of OOVS. ICASSP 2008: 4081-4084
Coauthor Index
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