Dirk Padfield
7 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Keywords
disfluency detection
(2)
domain adaptation
(2)
natural language processing
(1)
machine translation
(1)
speech recognition
(1)
text generation
(1)
bert model
(1)
automatic speech recognition
(1)
speech transcription
(1)
sequence tagging
(1)
speaker recognition
(1)
streaming processing
(1)
real-time processing
(1)
speaker diarization
(1)
parameter-efficient fine-tuning
(1)
latency optimization
(1)
robust training
(1)
streaming model
(1)
simultaneous interpretation
(1)
speech translation
(1)
Papers
Barriers to Effective Evaluation of Simultaneous Interpretation
EACL 2024
MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup
EMNLP 2023
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection
NAACL 2022
Chronological Self-Training for Real-Time Speaker Diarization
Interspeech 2021
Inverted Projection for Robust Speech Translation
ACL 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
EMNLP 2021
Subtitle Translation as Markup Translation
Interspeech 2021