Grant P. Strimel

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird

💎 Century Club · Bronze 🗃️ Keyword Collector (54)

Venues

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)

Research topics

Machine Learning (8) Application Areas (7) Deep Learning (6) Speech & Audio (5) Recognition (5) Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Applications (2) Architectures (2) Generation (2) Learning Types (2) Techniques (2) Computer Science (1) Foundations (1)

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

Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants Interspeech 2023 Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models 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 CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition Interspeech 2021 Learning a Neural Diff for Speech Models 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