Martin Radfar
8 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Speech & Audio
(4)
Application Areas
(4)
Architectures
(4)
Core Methods
(4)
Natural Language Processing
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Recognition
(3)
Artificial Intelligence
(2)
Core AI
(2)
Analysis
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
multi-task learning
(2)
automatic speech recognition
(2)
spoken language understanding
(2)
low latency
(2)
slot filling
(2)
end-to-end speech recognition
(2)
streaming speech recognition
(2)
transformer transducer
(2)
computational complexity
(1)
intent detection
(1)
convolutional neural network
(1)
long short-term memory
(1)
end-to-end learning
(1)
dynamic computation
(1)
multi-channel transformer transducer
(1)
on-device inference
(1)
transformer encoder
(1)
adaptive attention
(1)
neural transducer
(1)
neural transformer
(1)
Papers
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants
Interspeech 2023
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
ICML 2023
Compute Cost Amortized Transformer for Streaming ASR
Interspeech 2022
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Interspeech 2022
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling
AAAI 2021
FANS: Fusing ASR and NLU for On-Device SLU
Interspeech 2021
Multi-Channel Transformer Transducer for Speech Recognition
Interspeech 2021
End-to-End Neural Transformer Based Spoken Language Understanding
Interspeech 2020