← Authors

Grant P. Strimel

11 papers · 2018–2023 · 2 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (23) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (2) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸ’Ž Century Club (11) πŸ—ƒοΈ Keyword Collector (54)

Conferences

INTERSPEECH (10) AAAI (1)

Top co-authors

Athanasios Mouchtaris (4) Nathan Susanj (3) Ariya Rastrow (3) Jinru Su (2) Martin Radfar (2) Jonathan Macoskey (2) Feng-Ju Chang (2) Rupak Vignesh Swaminathan (2) Ross McGowan (2) Kanthashree Mysore Sathyendra (2)

Keywords

model compression (5) speech recognition (4) spoken language understanding (2) automatic speech recognition (2) knowledge distillation (2) recurrent neural network transducer (2) intent classification (1) efficient language modeling (1) attention mechanism (1) hash data structures (1) edge deployment (1) performance evaluation (1) feature hashing (1) semantic similarity (1) computational complexity (1) edge computing (1) model generalization (1) long short-term memory (1) convolutional neural network (1) natural language understanding (1)

Papers

Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models INTERSPEECH 2023
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants INTERSPEECH 2023
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition INTERSPEECH 2022
Amortized Neural Networks for Low-Latency Speech Recognition INTERSPEECH 2021
Learning a Neural Diff for Speech Models INTERSPEECH 2021
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition INTERSPEECH 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models INTERSPEECH 2020
Semantic Complexity in End-to-End Spoken Language Understanding INTERSPEECH 2020
Statistical Model Compression for Small-Footprint Natural Language Understanding INTERSPEECH 2018