Hakan Erdogan
9 papers · 2016–2025 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Bronze
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Keyword Pioneer
👥
Mega-Team · Squad
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(6)
Speech & Audio
(6)
Machine Learning
(5)
Architectures
(4)
Synthesis
(4)
Learning Types · Machine Learning
(3)
Recognition
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
speech separation
(4)
neural network
(3)
speech recognition
(2)
speech enhancement
(2)
bidirectional long short-term memory
(2)
mask prediction
(2)
data augmentation
(1)
source separation
(1)
semi-supervised learning
(1)
covariance estimation
(1)
deep learning
(1)
text prompt
(1)
speaker embedding
(1)
speech dereverberation
(1)
automatic speech recognition
(1)
loss function
(1)
semantic embedding
(1)
convolutional neural network
(1)
sound separation
(1)
speech synthesis
(1)
Papers
Live Music Models
NeurIPS 2025
SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction
Interspeech 2025
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition
Interspeech 2023
CycleGAN-based Unpaired Speech Dereverberation
Interspeech 2022
Continuous Speech Separation Using Speaker Inventory for Long Recording
Interspeech 2021
Unsupervised Sound Separation Using Mixture Invariant Training
NeurIPS 2020
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
Interspeech 2018
Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
Interspeech 2018
Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks
Interspeech 2016