← Authors

Ariya Rastrow

34 papers · 2010–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (14) 🏠 Conference Loyalist (22) 🀝 Dynamic Duo (10) πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (115) πŸ“ˆ Trend Setter πŸ’Ž Century Club (33) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (22) ACL (4) ICML (2) NAACL (2) COLING (1) EACL (1) IJCNLP (1) NIPS (1)

Top co-authors

Ankur Gandhe (10) Ivan Bulyko (6) Andreas Stolcke (5) Anirudh Raju (5) Jari Kolehmainen (4) Athanasios Mouchtaris (4) Yile Gu (4) Gautam Tiwari (4) Roland Maas (4) Bjorn Hoffmeister (4)

Keywords

automatic speech recognition (14) speech recognition (9) word error rate (5) model compression (5) spoken language understanding (4) recurrent neural network transducer (3) natural language understanding (3) neural network (2) end-to-end speech recognition (2) knowledge distillation (2) representation learning (2) intent recognition (2) streaming speech recognition (2) discriminative training (2) intent classification (2) latency reduction (2) self-supervised learning (2) end-to-end model (2) neural machine translation (1) question answering (1)

Papers

Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning EACL 2026
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NIPS 2024
Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024
ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition COLING 2024
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems ICML 2024
Streaming Speech-to-Confusion Network Speech Recognition INTERSPEECH 2023
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers ICML 2023
Personalization for BERT-based Discriminative Speech Recognition Rescoring INTERSPEECH 2023
Scaling Laws for Discriminative Speech Recognition Rescoring Models INTERSPEECH 2023
Personalized Predictive ASR for Latency Reduction in Voice Assistants INTERSPEECH 2023
Distillation Strategies for Discriminative Speech Recognition Rescoring INTERSPEECH 2023
Compute Cost Amortized Transformer for Streaming ASR INTERSPEECH 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition INTERSPEECH 2022
On joint training with interfaces for spoken language understanding INTERSPEECH 2022
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation INTERSPEECH 2022
Learning a Neural Diff for Speech Models INTERSPEECH 2021
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End INTERSPEECH 2021
Amortized Neural Networks for Low-Latency Speech Recognition INTERSPEECH 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
Attention-based Contextual Language Model Adaptation for Speech Recognition IJCNLP 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
Attention-based Contextual Language Model Adaptation for Speech Recognition ACL 2021
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models INTERSPEECH 2020
Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces INTERSPEECH 2020
Scalable Multi Corpora Neural Language Models for ASR INTERSPEECH 2019
Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion INTERSPEECH 2019
Device-directed Utterance Detection INTERSPEECH 2018
Contextual Language Model Adaptation for Conversational Agents INTERSPEECH 2018
Domain-Specific Utterance End-Point Detection for Speech Recognition INTERSPEECH 2017
LatticeRnn: Recurrent Neural Networks Over Lattices INTERSPEECH 2016
Revisiting the Case for Explicit Syntactic Information in Language Models NAACL 2012
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining ACL 2012
Learning Sub-Word Units for Open Vocabulary Speech Recognition ACL 2011
Unsupervised Model Adaptation using Information-Theoretic Criterion NAACL 2010