The ForSpec Temporal Logic: A New Temporal Property-Specification Language. - Roy Armoni; Limor Fix; Alon Flaisher; Rob Gerth; Boris Ginsburg; Tomer Kanza; Avner Landver; Sela Mador-Haim; Eli Singerman; Andreas Tiemeyer; Moshe Y. Vardi; Yael Zbar (TACAS, 2002)

SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. - Elad Richardson; Rom Herskovitz; Boris Ginsburg; Michael Zibulevsky (NIPS, 2016)

Factorization tricks for LSTM networks. - Oleksii Kuchaiev; Boris Ginsburg (ICLR (Workshop), 2017)

On Improving the Numerical Stability of Winograd Convolutions. - Kevin Vincent; Kevin Stephano; Michael A. Frumkin; Boris Ginsburg; Julien Demouth (ICLR (Workshop), 2017)

Training Deep AutoEncoders for Collaborative Filtering. - Oleksii Kuchaiev; Boris Ginsburg (CoRR, 2017)

Scaling SGD Batch Size to 32K for ImageNet Training. - Yang You; Igor Gitman; Boris Ginsburg (CoRR, 2017)

Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification. - Igor Gitman; Boris Ginsburg (CoRR, 2017)

Spatially Parallel Convolutions. - Peter H. Jin; Boris Ginsburg; Kurt Keutzer (ICLR (Workshop), 2018)

Mixed Precision Training. - Paulius Micikevicius; Sharan Narang; Jonah Alben; Gregory F. Diamos; Erich Elsen; David García; Boris Ginsburg; Michael Houston; Oleksii Kuchaiev; Ganesh Venkatesh; Hao Wu (ICLR (Poster), 2018)

Computational mammography using deep neural networks. - Anastasia Dubrovina; Pavel Kisilev; Boris Ginsburg; Sharbell Y. Hashoul; Ron Kimmel (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

OpenSeq2Seq: extensible toolkit for distributed and mixed precision training of sequence-to-sequence models. - Oleksii Kuchaiev; Boris Ginsburg; Igor Gitman; Vitaly Lavrukhin; Carl Case; Paulius Micikevicius (CoRR, 2018)

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. - Jason Li; Ravi Gadde; Boris Ginsburg; Vitaly Lavrukhin (CoRR, 2018)

Jasper: An End-to-End Convolutional Neural Acoustic Model. - Jason Li; Vitaly Lavrukhin; Boris Ginsburg; Ryan Leary; Oleksii Kuchaiev; Jonathan M. Cohen; Huyen Nguyen; Ravi Teja Gadde (INTERSPEECH, 2019)

Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. - Boris Ginsburg; Patrice Castonguay; Oleksii Hrinchuk; Oleksii Kuchaiev; Vitaly Lavrukhin; Ryan Leary; Jason Li; Huyen Nguyen; Jonathan M. Cohen (CoRR, 2019)

NeMo: a toolkit for building AI applications using Neural Modules. - Oleksii Kuchaiev; Jason Li; Huyen Nguyen; Oleksii Hrinchuk; Ryan Leary; Boris Ginsburg; Samuel Kriman; Stanislav Beliaev; Vitaly Lavrukhin; Jack Cook; Patrice Castonguay; Mariya Popova; et al. (CoRR, 2019)

Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model. - Oleksii Hrinchuk; Mariya Popova; Boris Ginsburg (ICASSP, 2020)

Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions. - Samuel Kriman; Stanislav Beliaev; Boris Ginsburg; Jocelyn Huang; Oleksii Kuchaiev; Vitaly Lavrukhin; Ryan Leary; Jason Li; Yang Zhang 089 (ICASSP, 2020)

MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition. - Somshubra Majumdar; Boris Ginsburg (INTERSPEECH, 2020)

On regularization of gradient descent, layer imbalance and flat minima. - Boris Ginsburg (CoRR, 2020)

MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. - Fei Jia; Somshubra Majumdar; Boris Ginsburg (ICASSP, 2021)

Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. - Jian Luo 007; Jianzong Wang; Ning Cheng 001; Edward Xiao; Jing Xiao 006; Georg Kucsko; Patrick K. O'Neill; Jagadeesh Balam; Slyne Deng; Adriana Flores; Boris Ginsburg; Jocelyn Huang; et al. (ICME, 2021)

Hi-Fi Multi-Speaker English TTS Dataset. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg; Yang Zhang 089 (Interspeech, 2021)

TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis. - Stanislav Beliaev; Boris Ginsburg (Interspeech, 2021)

SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. - Patrick K. O'Neill; Vitaly Lavrukhin; Somshubra Majumdar; Vahid Noroozi; Yuekai Zhang; Oleksii Kuchaiev; Jagadeesh Balam; Yuliya Dovzhenko; Keenan Freyberg; Michael D. Shulman; Boris Ginsburg; Shinji Watanabe 001; et al. (Interspeech, 2021)

NeMo (Inverse) Text Normalization: From Development to Production. - Yang Zhang 089; Evelina Bakhturina; Boris Ginsburg (Interspeech, 2021)

NeMo Inverse Text Normalization: From Development to Production. - Yang Zhang 089; Evelina Bakhturina; Kyle Gorman; Boris Ginsburg (Interspeech, 2021)

A Toolbox for Construction and Analysis of Speech Datasets. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg (NeurIPS Datasets and Benchmarks, 2021)

NeMo Toolbox for Speech Dataset Construction. - Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg (CoRR, 2021)

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction. - Stanislav Beliaev; Boris Ginsburg (CoRR, 2021)

SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services. - Yang Zhang 089; Vahid Noroozi; Evelina Bakhturina; Boris Ginsburg (CoRR, 2021)

CarneliNet: Neural Mixture Model for Automatic Speech Recognition. - Aleksei Kalinov; Somshubra Majumdar; Jagadeesh Balam; Boris Ginsburg (CoRR, 2021)

A Unified Transformer-based Framework for Duplex Text Normalization. - Tuan Manh Lai; Yang Zhang 089; Evelina Bakhturina; Boris Ginsburg; Heng Ji (CoRR, 2021)

Adapting TTS models For New Speakers using Transfer Learning. - Paarth Neekhara; Jason Li; Boris Ginsburg (CoRR, 2021)

OpenChem: A Deep Learning Toolkit for Computational Chemistry and Drug Design. - Maria Korshunova; Boris Ginsburg; Alexander Tropsha; Olexandr Isayev (J. Chem. Inf. Model., 2021)

TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. - Nithin Rao Koluguri; Taejin Park; Boris Ginsburg (ICASSP, 2022)

Mixer-TTS: Non-Autoregressive, Fast and Compact Text-to-Speech Model Conditioned on Language Model Embeddings. - Oktai Tatanov; Stanislav Beliaev; Boris Ginsburg (ICASSP, 2022)

Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. - Alexandra Antonova; Evelina Bakhturina; Boris Ginsburg (INTERSPEECH, 2022)

Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. - Evelina Bakhturina; Yang Zhang 089; Boris Ginsburg (INTERSPEECH, 2022)

CTC Variations Through New WFST Topologies. - Aleksandr Laptev; Somshubra Majumdar; Boris Ginsburg (INTERSPEECH, 2022)

Multi-scale Speaker Diarization with Dynamic Scale Weighting. - Taejin Park; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2022)

NeMo Open Source Speaker Diarization System. - Taejin Park; Nithin Rao Koluguri; Fei Jia; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2022)

Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-to-End Automatic Speech Recognition. - Aleksandr Laptev; Boris Ginsburg (SLT, 2022)

Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. - Somshubra Majumdar; Shantanu Acharya; Vitaly Lavrukhin; Boris Ginsburg (SLT, 2022)

AmberNet: A Compact End-to-End Model for Spoken Language Identification. - Fei Jia; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (CoRR, 2022)

LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR Models. - Aleksandr Meister; Matvei Novikov; Nikolay Karpov; Evelina Bakhturina; Vitaly Lavrukhin; Boris Ginsburg (ASRU, 2023)

Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. - Dima Rekesh; Nithin Rao Koluguri; Samuel Kriman; Somshubra Majumdar; Vahid Noroozi; He Huang 012; Oleksii Hrinchuk; Krishna C. Puvvada; Ankur Kumar; Jagadeesh Balam; Boris Ginsburg (ASRU, 2023)

Vani: Very-Lightweight Accent-Controllable TTS for Native And Non-Native Speakers With Identity Preservation. - Rohan Badlani; Akshit Arora; Subhankar Ghosh; Rafael Valle; Kevin J. Shih; João Felipe Santos; Boris Ginsburg; Bryan Catanzaro (ICASSP, 2023)

Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models. - Travis M. Bartley; Fei Jia; Krishna C. Puvvada; Samuel Kriman; Boris Ginsburg (ICASSP, 2023)

ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. - Shehzeen Hussain; Paarth Neekhara; Jocelyn Huang; Jason Li; Boris Ginsburg (ICASSP, 2023)

Powerful and Extensible WFST Framework for Rnn-Transducer Losses. - Aleksandr Laptev; Vladimir Bataev; Igor Gitman; Boris Ginsburg (ICASSP, 2023)

Multi-Blank Transducers for Speech Recognition. - Hainan Xu; Fei Jia; Somshubra Majumdar; Shinji Watanabe 001; Boris Ginsburg (ICASSP, 2023)

Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. - Yang Zhang 089; Krishna C. Puvvada; Vitaly Lavrukhin; Boris Ginsburg (ICASSP, 2023)

BigVGAN: A Universal Neural Vocoder with Large-Scale Training. - Sang-gil Lee; Wei Ping; Boris Ginsburg; Bryan Catanzaro; Sungroh Yoon (ICLR, 2023)

Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. - Hainan Xu; Fei Jia; Somshubra Majumdar; He Huang 012; Shinji Watanabe 001; Boris Ginsburg (ICML, 2023)

SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings. - Alexandra Antonova; Evelina Bakhturina; Boris Ginsburg (INTERSPEECH, 2023)

Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. - Vladimir Bataev; Roman Korostik; Evgeny Shabalin; Vitaly Lavrukhin; Boris Ginsburg (INTERSPEECH, 2023)

Confidence-based Ensembles of End-to-End Speech Recognition Models. - Igor Gitman; Vitaly Lavrukhin; Aleksandr Laptev; Boris Ginsburg (INTERSPEECH, 2023)

Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers. - Cheng-Ping Hsieh; Subhankar Ghosh; Boris Ginsburg (INTERSPEECH, 2023)

Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. - He Huang 012; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2023)

A Compact End-to-End Model with Local and Global Context for Spoken Language Identification. - Fei Jia; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2023)

NeMo Forced Aligner and its application to word alignment for subtitle generation. - Elena Rastorgueva; Vitaly Lavrukhin; Boris Ginsburg (INTERSPEECH, 2023)

NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023. - Oleksii Hrinchuk; Vladimir Bataev; Evelina Bakhturina; Boris Ginsburg (IWSLT@ACL, 2023)

Flexible Multichannel Speech Enhancement for Noise-Robust Frontend. - Ante Jukic; Jagadeesh Balam; Boris Ginsburg (WASPAA, 2023)

Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. - Dima Rekesh; Samuel Kriman; Somshubra Majumdar; Vahid Noroozi; He Huang 012; Oleksii Hrinchuk; Ankur Kumar; Boris Ginsburg (CoRR, 2023)

Towards training Bilingual and Code-Switched Speech Recognition models from Monolingual data sources. - Kunal Dhawan; Dima Rekesh; Boris Ginsburg (CoRR, 2023)

Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. - Taejin Park; He Huang 012; Coleman Hooper; Nithin Rao Koluguri; Kunal Dhawan; Ante Jukic; Jagadeesh Balam; Boris Ginsburg (CoRR, 2023)

The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. - Taejin Park; He Huang 012; Ante Jukic; Kunal Dhawan; Krishna C. Puvvada; Nithin Rao Koluguri; Nikolay Karpov; Aleksandr Laptev; Jagadeesh Balam; Boris Ginsburg (CoRR, 2023)

A Chat about Boring Problems: Studying GPT-Based Text Normalization. - Yang Zhang 089; Travis M. Bartley; Mariana Graterol-Fuenmayor; Vitaly Lavrukhin; Evelina Bakhturina; Boris Ginsburg (ICASSP, 2024)

Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer. - Maxime Burchi; Krishna C. Puvvada; Jagadeesh Balam; Boris Ginsburg; Radu Timofte (ICASSP, 2024)

SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. - Zhehuai Chen; He Huang 012; Andrei Andrusenko; Oleksii Hrinchuk; Krishna C. Puvvada; Jason Li; Subhankar Ghosh; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Investigating End-to-End ASR Architectures for Long Form Audio Transcription. - Nithin Rao Koluguri; Samuel Kriman; Georgy Zelenfroind; Somshubra Majumdar; Dima Rekesh; Vahid Noroozi; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition. - Vahid Noroozi; Somshubra Majumdar; Ankur Kumar; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. - Krishna C. Puvvada; Nithin Rao Koluguri; Kunal Dhawan; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Transducers with Pronunciation-Aware Embeddings for Automatic Speech Recognition. - Hainan Xu; Zhehuai Chen; Fei Jia; Boris Ginsburg (ICASSP, 2024)

SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. - Paarth Neekhara; Shehzeen Samarah Hussain; Rafael Valle; Boris Ginsburg; Rishabh Ranjan; Shlomo Dubnov; Farinaz Koushanfar; Julian J. McAuley (ICML, 2024)

Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. - Andrei Andrusenko; Aleksandr Laptev; Vladimir Bataev; Vitaly Lavrukhin; Boris Ginsburg (INTERSPEECH, 2024)

Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. - Kunal Dhawan; Nithin Rao Koluguri; Ante Jukic; Ryan Langman; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

Schrödinger Bridge for Generative Speech Enhancement. - Ante Jukic; Roman Korostik; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; He Huang 012; Boris Ginsburg; Yu-Chiang Frank Wang; Hung-yi Lee (INTERSPEECH, 2024)

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. - Paarth Neekhara; Shehzeen Hussain; Subhankar Ghosh; Jason Li; Boris Ginsburg (INTERSPEECH, 2024)

Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. - Vahid Noroozi; Zhehuai Chen; Somshubra Majumdar; Steve Huang; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. - Krishna C. Puvvada; Piotr Zelasko; He Huang 012; Oleksii Hrinchuk; Nithin Rao Koluguri; Kunal Dhawan; Somshubra Majumdar; Elena Rastorgueva; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

Label-Looping: Highly Efficient Decoding For Transducers. - Vladimir Bataev; Hainan Xu; Daniel Galvez; Vitaly Lavrukhin; Boris Ginsburg (SLT, 2024)

Bestow: Efficient and Streamable Speech Language Model with The Best of Two Worlds in GPT and T5. - Zhehuai Chen; He Huang 012; Oleksii Hrinchuk; Krishna C. Puvvada; Nithin Rao Koluguri; Piotr Zelasko; Jagadeesh Balam; Boris Ginsburg (SLT, 2024)

Romanization Encoding For Multilingual ASR. - Wen Ding 005; Fei Jia; Hainan Xu; Yu Xi; Junjie Lai; Boris Ginsburg (SLT, 2024)

Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. - Nithin Rao Koluguri; Travis M. Bartley; Hainan Xu; Oleksii Hrinchuk; Jagadeesh Balam; Boris Ginsburg; Georg Kucsko (SLT, 2024)

Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR. - Weiqing Wang; Kunal Dhawan; Taejin Park; Krishna C. Puvvada; Ivan Medennikov; Somshubra Majumdar; He Huang 012; Jagadeesh Balam; Boris Ginsburg (SLT, 2024)

Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. - Chao-Han Huck Yang; Taejin Park; Yuan Gong 001; Yuanchao Li; Zhehuai Chen; Yen-Ting Lin; Chen Chen 075; Yuchen Hu; Kunal Dhawan; Piotr Zelasko; Chao Zhang 031; Yun-Nung Chen; et al. (SLT, 2024)

RULER: What's the Real Context Size of Your Long-Context Language Models? - Cheng-Ping Hsieh; Simeng Sun; Samuel Kriman; Shantanu Acharya; Dima Rekesh; Fei Jia; Yang Zhang 089; Boris Ginsburg (CoRR, 2024)

Nemotron-4 340B Technical Report. - Bo Adler; Niket Agarwal; Ashwath Aithal; Dong H. Anh; Pallab Bhattacharya; Annika Brundyn; Jared Casper; Bryan Catanzaro; Sharon Clay; Jonathan M. Cohen; Sirshak Das; Ayush Dattagupta; et al. (CoRR, 2024)

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. - Paarth Neekhara; Shehzeen Hussain; Subhankar Ghosh; Jason Li; Rafael Valle; Rohan Badlani; Boris Ginsburg (CoRR, 2024)

Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models. - Somshubra Majumdar; Vahid Noroozi; Sean Narenthiran; Aleksander Ficek; Jagadeesh Balam; Boris Ginsburg (CoRR, 2024)

Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens. - Taejin Park; Ivan Medennikov; Kunal Dhawan; Weiqing Wang; He Huang 012; Nithin Rao Koluguri; Krishna C. Puvvada; Jagadeesh Balam; Boris Ginsburg (CoRR, 2024)

Three-in-One: Fast and Accurate Transducer for Hybrid-Autoregressive ASR. - Hainan Xu; Travis M. Bartley; Vladimir Bataev; Boris Ginsburg (CoRR, 2024)

NeKo: Toward Post Recognition Generative Correction Large Language Models with Task-Oriented Experts. - Yen-Ting Lin; Chao-Han Huck Yang; Zhehuai Chen; Piotr Zelasko; Xuesong Yang; Zih-Ching Chen; Krishna C. Puvvada; Szu-Wei Fu; Ke Hu; Jun Wei Chiu; Jagadeesh Balam; Boris Ginsburg; et al. (CoRR, 2024)

Star Attention: Efficient LLM Inference over Long Sequences. - Shantanu Acharya; Fei Jia; Boris Ginsburg (CoRR, 2024)

Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. - Lilit Grigoryan; Nikolay Karpov; Enas Albasiri; Vitaly Lavrukhin; Boris Ginsburg (ICASSP, 2025)

Chain-of-Thought Prompting for Speech Translation. - Ke Hu; Zhehuai Chen; Chao-Han Huck Yang; Piotr Zelasko; Oleksii Hrinchuk; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2025)

NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. - He Huang 012; Taejin Park; Kunal Dhawan; Ivan Medennikov; Krishna C. Puvvada; Nithin Rao Koluguri; Weiqing Wang; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2025)

Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; Chao-Han Huck Yang; Jagadeesh Balam; Boris Ginsburg; Yu-Chiang Frank Wang; Hung-Yi Lee (ICASSP, 2025)

META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. - Jinhan Wang; Weiqing Wang; Kunal Dhawan; Taejin Park; Myungjong Kim; Ivan Medennikov; He Huang 012; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2025)

EMMeTT: Efficient Multimodal Machine Translation Training. - Piotr Zelasko; Zhehuai Chen; Mengru Wang; Daniel Galvez; Oleksii Hrinchuk; Shuoyang Ding; Ke Hu; Jagadeesh Balam; Vitaly Lavrukhin; Boris Ginsburg (ICASSP, 2025)

nGPT: Normalized Transformer with Representation Learning on the Hypersphere. - Ilya Loshchilov; Cheng-Ping Hsieh; Simeng Sun; Boris Ginsburg (ICLR, 2025)

HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR. - Hainan Xu; Travis M. Bartley; Vladimir Bataev; Boris Ginsburg (ICLR, 2025)

Anticipating Future with Large Language Model for Simultaneous Machine Translation. - Siqi Ouyang; Oleksii Hrinchuk; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Lei Li 005; Boris Ginsburg (NAACL (Long Papers), 2025)

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. - Yifan Peng 003; Krishna C. Puvvada; Zhehuai Chen; Piotr Zelasko; He Huang 012; Kunal Dhawan; Ke Hu; Shinji Watanabe 001; Jagadeesh Balam; Boris Ginsburg (NAACL (Long Papers), 2025)

Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages. - Alexan Ayrapetyan; Sofia Kostandian; Ara Yeroyan; Mher Yerznkanyan; Nikolay Karpov; Nune Tadevosyan; Vitaly Lavrukhin; Boris Ginsburg (CoRR, 2025)

Scoring Verifiers: Evaluating Synthetic Verification in Code and Reasoning. - Aleksander Ficek; Somshubra Majumdar; Vahid Noroozi; Boris Ginsburg (CoRR, 2025)

Training and Inference Efficiency of Encoder-Decoder Speech Models. - Piotr Zelasko; Kunal Dhawan; Daniel Galvez; Krishna C. Puvvada; Ankita Pasad; Nithin Rao Koluguri; Ke Hu; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution. - Simeng Sun; Cheng-Ping Hsieh; Faisal Ladhak; Erik Arakelyan; Santiago Akle Serano; Boris Ginsburg (CoRR, 2025)

OpenCodeReasoning: Advancing Data Distillation for Competitive Coding. - Wasi Uddin Ahmad; Sean Narenthiran; Somshubra Majumdar; Aleksander Ficek; Siddhartha Jain 001; Jocelyn Huang; Vahid Noroozi; Boris Ginsburg (CoRR, 2025)

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models. - Aaron Blakeman; Aarti Basant; Abhinav Khattar; Adithya Renduchintala; Akhiad Bercovich; Aleksander Ficek; Alexis Bjorlin; Ali Taghibakhshi; Amala Sanjay Deshmukh; Ameya Sunil Mahabaleshwarkar; Andrew Tao; Anna Shors; et al. (CoRR, 2025)

OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs. - Wasi Uddin Ahmad; Aleksander Ficek; Mehrzad Samadi; Jocelyn Huang; Vahid Noroozi; Somshubra Majumdar; Boris Ginsburg (CoRR, 2025)

SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling. - Krishna C. Puvvada; Faisal Ladhak; Santiago Akle Serrano; Cheng-Ping Hsieh; Shantanu Acharya; Somshubra Majumdar; Fei Jia; Samuel Kriman; Simeng Sun; Dima Rekesh; Boris Ginsburg (CoRR, 2025)

Granary: Speech Recognition and Translation Dataset in 25 European Languages. - Nithin Rao Koluguri; Monica Sekoyan; George Zelenfroynd; Sasha Meister; Shuoyang Ding; Sofia Kostandian; He Huang 012; Nikolay Karpov; Jagadeesh Balam; Vitaly Lavrukhin; Yifan Peng 003; Sara Papi; et al. (CoRR, 2025)

WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection. - Hainan Xu; Vladimir Bataev; Lilit Grigoryan; Boris Ginsburg (CoRR, 2025)

Word Level Timestamp Generation for Automatic Speech Recognition and Translation. - Ke Hu; Krishna C. Puvvada; Elena Rastorgueva; Zhehuai Chen; He Huang 012; Shuoyang Ding; Kunal Dhawan; Hainan Xu; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. - Ke Hu; Ehsan Hosseini-Asl; Chen Chen 075; Edresson Casanova; Subhankar Ghosh; Piotr Zelasko; Zhehuai Chen; Jason Li; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation? - Wasi Uddin Ahmad; Somshubra Majumdar; Boris Ginsburg (CoRR, 2025)

NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding. - Vladimir Bataev; Andrei Andrusenko; Lilit Grigoryan; Aleksandr Laptev; Vitaly Lavrukhin; Boris Ginsburg (CoRR, 2025)

Pushing the Limits of Beam Search Decoding for Transducer-based ASR models. - Lilit Grigoryan; Vladimir Bataev; Andrei Andrusenko; Hainan Xu; Vitaly Lavrukhin; Boris Ginsburg (CoRR, 2025)

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. - Weiqing Wang; Taejin Park; Ivan Medennikov; Jinhan Wang; Kunal Dhawan; He Huang 012; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; Chao-Han Huck Yang; Sung-Feng Huang; Chih-Kai Yang; Chee-En Yu; Chun-Wei Chen; Wei-Chih Chen; Chien-yu Huang; Yi-Cheng Lin; Yu-Xiang Lin; et al. (CoRR, 2025)

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique. - Wasi Uddin Ahmad; Somshubra Majumdar; Aleksander Ficek; Sean Narenthiran; Mehrzad Samadi; Jocelyn Huang; Siddhartha Jain 001; Vahid Noroozi; Boris Ginsburg (CoRR, 2025)

The Challenge of Teaching Reasoning to LLMs Without RL or Distillation. - Wei Du; Branislav Kisacanin; George Armstrong; Shubham Toshniwal; Ivan Moshkov; Alexan Ayrapetyan; Sadegh Mahdavi; Dan Zhao; Shizhe Diao; Dragan Masulovic; Marius Stanean; Advaith Avadhanam; et al. (CoRR, 2025)

Streaming Sortformer: Speaker Cache-Based Online Speaker Diarization with Arrival-Time Ordering. - Ivan Medennikov; Taejin Park; Weiqing Wang; He Huang 012; Kunal Dhawan; Jinhan Wang; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

SPGISpeech 2.0: Transcribed multi-speaker financial audio for speaker-tagged transcription. - Raymond Grossman; Taejin Park; Kunal Dhawan; Andrew Titus; Sophia Zhi; Yulia Shchadilova; Weiqing Wang; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model. - Aarti Basant; Abhijit Khairnar; Abhijit Paithankar; Abhinav Khattar; Adithya Renduchintala; Aditya Malte; Akhiad Bercovich; Akshay Hazare; Alejandra Rico; Aleksander Ficek; Alex Kondratenko; Alex Shaposhnikov; et al. (CoRR, 2025)