Samuel J. Broughton
4 papers · 2021–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Research topics
Speech & Audio
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Analysis · Speech & Audio
(2)
Core AI
(2)
Computer Vision
(1)
Machine Learning
(1)
Analysis · Computer Vision
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Recognition
(1)
Synthesis
(1)
Keywords
speaker diarization
(3)
end-to-end diarization
(2)
voice conversion
(1)
speaker embedding
(1)
generative adversarial network
(1)
transformer decoder
(1)
neural vocoder
(1)
end-to-end model
(1)
non-autoregressive model
(1)
speaker representation
(1)
diarization error rate
(1)
encoder-decoder attractor
(1)
masked-attention transformer
(1)
neural diarization
(1)
conversational summary
(1)
utterance-level information
(1)
attractor calculation
(1)
neural network
(1)
mask attention
(1)
speech conversion
(1)
Papers
Pushing the Limits of End-to-End Diarization
Interspeech 2025
EEND-M2F: Masked-attention mask transformers for speaker diarization
Interspeech 2024
Improving End-to-End Neural Diarization Using Conversational Summary Representations
Interspeech 2023
Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion
Interspeech 2021