← Authors

Boris Ginsburg

45 papers · 2016–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🏠 Conference Loyalist (26) 🧬 Topic Evolution 🀝 Dynamic Duo (14) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (13) πŸ—ƒοΈ Keyword Collector (152) πŸ’Ž Century Club (45) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) ⚑ Prolific Year (11) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (26) ACL (4) EMNLP (4) ICLR (4) ICML (4) NAACL (2) NIPS (1)

Top co-authors

Jagadeesh Balam (14) Vitaly Lavrukhin (12) Somshubra Majumdar (8) Evelina Bakhturina (7) Nithin Rao Koluguri (6) Zhehuai Chen (6) He Huang (6) Fei Jia (5) Kunal Dhawan (5) Oleksii Kuchaiev (4)

Research topics

Natural Language Processing (1)

Keywords

automatic speech recognition (10) large language model (6) end-to-end model (5) speech recognition (5) weighted finite-state transducer (4) speech translation (4) speech synthesis (3) language model (3) inverse text normalization (3) machine translation (3) multimodal learning (3) word error rate (3) convolutional neural network (3) parameter efficiency (2) transfer learning (2) adapter module (2) speech processing (2) synthetic data generation (2) speaker recognition (2) connectionist temporal classification (2)

Papers

nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025
HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR ICLR 2025
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025
Star Attention: Efficient LLM Inference over Long Sequences ICML 2025
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems ICML 2025
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling EMNLP 2025
Extending Automatic Machine Translation Evaluation to Book-Length Documents EMNLP 2025
Nvidia-Nemo’s WMT 2025 Metrics Shared Task Submission EMNLP 2025
Anticipating Future with Large Language Model for Simultaneous Machine Translation NAACL 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data INTERSPEECH 2024
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations INTERSPEECH 2024
SchrΓΆdinger Bridge for Generative Speech Enhancement INTERSPEECH 2024
Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter INTERSPEECH 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations ICML 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models INTERSPEECH 2024
Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment INTERSPEECH 2024
BigVGAN: A Universal Neural Vocoder with Large-Scale Training ICLR 2023
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023 ACL 2023
Unified Model for Code-Switching Speech Recognition and Language Identification Based on Concatenated Tokenizer EMNLP 2023
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations ICML 2023
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings INTERSPEECH 2023
Confidence-based Ensembles of End-to-End Speech Recognition Models INTERSPEECH 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator INTERSPEECH 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers INTERSPEECH 2023
NeMo Forced Aligner and its application to word alignment for subtitle generation INTERSPEECH 2023
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification INTERSPEECH 2023
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization INTERSPEECH 2022
Multi-scale Speaker Diarization with Dynamic Scale Weighting INTERSPEECH 2022
CTC Variations Through New WFST Topologies INTERSPEECH 2022
NeMo Open Source Speaker Diarization System INTERSPEECH 2022
Thutmose Tagger: Single-pass neural model for Inverse Text Normalization INTERSPEECH 2022
Hi-Fi Multi-Speaker English TTS Dataset INTERSPEECH 2021
NeMo Inverse Text Normalization: From Development to Production INTERSPEECH 2021
TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis INTERSPEECH 2021
NeMo (Inverse) Text Normalization: From Development to Production INTERSPEECH 2021
SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition INTERSPEECH 2021
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition INTERSPEECH 2020
Jasper: An End-to-End Convolutional Neural Acoustic Model INTERSPEECH 2019
Mixed Precision Training ICLR 2018
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models ACL 2018
SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques NIPS 2016