Martin Radfar
8 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (5) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
π
Trend Setter
Conferences
INTERSPEECH (6)
AAAI (1)
ICML (1)
Top co-authors
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
FANS: Fusing ASR and NLU for On-Device SLU
INTERSPEECH 2021
Multi-Channel Transformer Transducer for Speech Recognition
INTERSPEECH 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling
AAAI 2021
End-to-End Neural Transformer Based Spoken Language Understanding
INTERSPEECH 2020