Minxue Niu
5 papers · 2022–2024 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge ยท Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
emotion recognition
(2)
text classification
(1)
attention mechanism
(1)
multimodal learning
(1)
automatic speech recognition
(1)
clinical speech analysis
(1)
speech analysis
(1)
disfluency detection
(1)
multi-class classification
(1)
transformer language model
(1)
generative pre-trained transformer
(1)
triplet loss
(1)
end-to-end model
(1)
bidirectional encoder representations from transformer
(1)
pathological speech
(1)
speech emotion recognition
(1)
paraphasia detection
(1)
paralinguistic feature
(1)
mood classification
(1)
bipolar disorder
(1)
Papers
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models
Interspeech 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs
Interspeech 2024
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder
Interspeech 2023
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech
Interspeech 2022
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition
Interspeech 2022