Soonshin Seo
5 papers · 2019–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Speech & Audio
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Recognition
(2)
Natural Language Processing
(1)
Analysis
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
speaker embedding
(2)
speech synthesis
(1)
speech recognition
(1)
multimodal learning
(1)
automatic speech recognition
(1)
speaker verification
(1)
connectionist temporal classification
(1)
language model
(1)
end-to-end training
(1)
residual network
(1)
transformer decoder
(1)
modality fusion
(1)
beam search
(1)
encoder-decoder architecture
(1)
speech language model
(1)
differentiable neural computer
(1)
shortcut connection
(1)
beam search decoding
(1)
blank collapse
(1)
speaker change detection
(1)
Papers
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
NeurIPS 2024
Blank Collapse: Compressing CTC Emission for the Faster Decoding
Interspeech 2023
Encoder-decoder Multimodal Speaker Change Detection
Interspeech 2023
Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene
Interspeech 2021
Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System
Interspeech 2019