Hee-Soo Heo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 62

Top Topics

Speaker Verification

Student Learning

Dimensionality Reduction

Top Venues

Publications

Kihyun Nam, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung
Disentangled Representation Learning for Environment-agnostic Speaker Recognition. CoRR (2024)
Hee-Soo Heo, Kihyun Nam, Bong-Jin Lee, Youngki Kwon, Minjae Lee, You Jin Kim, Joon Son Chung
Rethinking Session Variability: Leveraging Session Embeddings for Session Robustness in Speaker Verification. ICASSP (2024)
Jee-Weon Jung, Hee-Soo Heo, Bong-Jin Lee, Jaesung Huh, Andrew Brown, Youngki Kwon, Shinji Watanabe, Joon Son Chung
In Search of Strong Embedding Extractors for Speaker Diarisation. ICASSP (2023)
Hee-Soo Heo, Jee-weon Jung, Jingu Kang, Youngki Kwon, Bong-Jin Lee, You Jin Kim, Joon Son Chung
Curriculum Learning for Self-supervised Speaker Verification. INTERSPEECH (2023)
Hee-Soo Heo, Youngki Kwon, Bong-Jin Lee, You Jin Kim, Jee-Weon Jung
High-Resolution Embedding Extractor for Speaker Diarisation. ICASSP (2023)
You Jin Kim, Hee-Soo Heo, Jee-Weon Jung, Youngki Kwon, Bong-Jin Lee, Joon Son Chung
Advancing the Dimensionality Reduction of Speaker Embeddings for Speaker Diarisation: Disentangling Noise and Informing Speech Activity. ICASSP (2023)
Youngki Kwon, Hee-Soo Heo, Bong-Jin Lee, You Jin Kim, Jee-Weon Jung
Absolute Decision Corrupts Absolutely: Conservative Online Speaker Diarisation. ICASSP (2023)
Jee-weon Jung, Soonshin Seo, Hee-Soo Heo, Geonmin Kim, You Jin Kim, Youngki Kwon, Minjae Lee, Bong-Jin Lee
Encoder-decoder multimodal speaker change detection. CoRR (2023)
Jee-weon Jung, Soonshin Seo, Hee-Soo Heo, Geonmin Kim, You Jin Kim, Youngki Kwon, Minjae Lee, Bong-Jin Lee
Encoder-decoder Multimodal Speaker Change Detection. INTERSPEECH (2023)
Hee-Soo Heo, Kihyun Nam, Bong-Jin Lee, Youngki Kwon, Minjae Lee, You Jin Kim, Joon Son Chung
Rethinking Session Variability: Leveraging Session Embeddings for Session Robustness in Speaker Verification. CoRR (2023)
Kihyun Nam, Youkyum Kim, Jaesung Huh, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung
Disentangled Representation Learning for Multilingual Speaker Recognition. INTERSPEECH (2023)
Hee-Soo Heo, Youngki Kwon, Bong-Jin Lee, You Jin Kim, Jee-weon Jung
High-resolution embedding extractor for speaker diarisation. CoRR (2022)
Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Ha-Jin Yu, Nicholas Evans, Tomi Kinnunen
SASV 2022: The First Spoofing-Aware Speaker Verification Challenge. INTERSPEECH (2022)
Jee-weon Jung, Hee-Soo Heo, Bong-Jin Lee, Jaesong Lee, Hye-jin Shim, Youngki Kwon, Joon Son Chung, Shinji Watanabe
Large-scale learning of generalised representations for speaker recognition. CoRR (2022)
Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. CoRR (2022)
Youngki Kwon, Hee-Soo Heo, Jee-Weon Jung, You Jin Kim, Bong-Jin Lee, Joon Son Chung
Multi-Scale Speaker Embedding-Based Graph Attention Networks For Speaker Diarisation. ICASSP (2022)
Youngki Kwon, Hee-Soo Heo, Bong-Jin Lee, You Jin Kim, Jee-weon Jung
Absolute decision corrupts absolutely: conservative online speaker diarisation. CoRR (2022)
Jee-weon Jung, Hee-Soo Heo, Hemlata Tak, Hye-jin Shim, Joon Son Chung, Bong-Jin Lee, Ha-Jin Yu, Nicholas W. D. Evans
AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks. ICASSP (2022)
Jee-weon Jung, Hee-Soo Heo, Bong-Jin Lee, Jaesung Huh, Andrew Brown, Youngki Kwon, Shinji Watanabe, Joon Son Chung
In search of strong embedding extractors for speaker diarisation. CoRR (2022)
Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Hong-Goo Kang, Ha-Jin Yu, Nicholas W. D. Evans, Tomi Kinnunen
SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan. CoRR (2022)
Jee-weon Jung, You Jin Kim, Hee-Soo Heo, Bong-Jin Lee, Youngki Kwon, Joon Son Chung
Pushing the limits of raw waveform speaker recognition. INTERSPEECH (2022)
Jee-weon Jung, You Jin Kim, Hee-Soo Heo, Bong-Jin Lee, Youngki Kwon, Joon Son Chung
Pushing the limits of raw waveform speaker recognition. CoRR (2022)
Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas Evans
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. Odyssey (2022)
Youngki Kwon, Hee-Soo Heo, Jee-weon Jung, You Jin Kim, Bong-Jin Lee, Joon Son Chung
Multi-scale speaker embedding-based graph attention networks for speaker diarisation. CoRR (2021)
Jee-weon Jung, Hee-Soo Heo, Hemlata Tak, Hye-jin Shim, Joon Son Chung, Bong-Jin Lee, Ha-Jin Yu, Nicholas W. D. Evans
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks. CoRR (2021)
You Jin Kim, Hee-Soo Heo, Jee-weon Jung, Youngki Kwon, Bong-Jin Lee, Joon Son Chung
Disentangled dimensionality reduction for noise-robust speaker diarisation. CoRR (2021)
You Jin Kim, Hee-Soo Heo, Soyeon Choe, Soo-Whan Chung, Yoohwan Kwon, Bong-Jin Lee, Youngki Kwon, Joon Son Chung
Look Who's Talking: Active Speaker Detection in the Wild. Interspeech (2021)
Yoohwan Kwon, Hee-Soo Heo, Bong-Jin Lee, Joon Son Chung
The ins and outs of speaker recognition: lessons from VoxSRC 2020. ICASSP (2021)
Youngki Kwon, Jee-weon Jung, Hee-Soo Heo, You Jin Kim, Bong-Jin Lee, Joon Son Chung
Adapting Speaker Embeddings for Speaker Diarisation. CoRR (2021)
You Jin Kim, Hee-Soo Heo, Soyeon Choe, Soo-Whan Chung, Yoohwan Kwon, Bong-Jin Lee, Youngki Kwon, Joon Son Chung
Look Who's Talking: Active Speaker Detection in the Wild. CoRR (2021)
Jee-weon Jung, Hee-Soo Heo, Youngki Kwon, Joon Son Chung, Bong-Jin Lee
Three-Class Overlapped Speech Detection Using a Convolutional Recurrent Neural Network. Interspeech (2021)
Jee-weon Jung, Hee-Soo Heo, Youngki Kwon, Joon Son Chung, Bong-Jin Lee
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network. CoRR (2021)
Youngki Kwon, Jee-weon Jung, Hee-Soo Heo, You Jin Kim, Bong-Jin Lee, Joon Son Chung
Adapting Speaker Embeddings for Speaker Diarisation. Interspeech (2021)
Jee-weon Jung, Hee-Soo Heo, Ha-Jin Yu, Joon Son Chung
Graph Attention Networks for Speaker Verification. ICASSP (2021)
Jee-weon Jung, Hye-jin Shim, Hee-Soo Heo, Ha-Jin Yu
A study on the role of subsidiary information in replay attack spoofing detection. CoRR (2020)
Hye-jin Shim, Hee-Soo Heo, Jee-weon Jung, Ha-Jin Yu
Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection. INTERSPEECH (2020)
Jee-Weon Jung, Hee-Soo Heo, Hye-Jin Shim, Ha-Jin Yu
Knowledge Distillation in Acoustic Scene Classification. IEEE Access 8 (2020)
Joon Son Chung, Jaesung Huh, Seongkyu Mun, Minjae Lee, Hee-Soo Heo, Soyeon Choe, Chiheon Ham, Sunghwan Jung, Bong-Jin Lee, Icksang Han
In Defence of Metric Learning for Speaker Recognition. INTERSPEECH (2020)
Jee-weon Jung, Hee-Soo Heo, Ha-Jin Yu, Joon Son Chung
Graph Attention Networks for Speaker Verification. CoRR (2020)
Yoohwan Kwon, Hee-Soo Heo, Bong-Jin Lee, Joon Son Chung
The ins and outs of speaker recognition: lessons from VoxSRC 2020. CoRR (2020)
Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Il-Ho Yang, Ha-Jin Yu
Cosine similarity-based adversarial process. CoRR (2019)
Hee-Soo Heo, Jee-weon Jung, Il-Ho Yang, Sung-Hyun Yoon, Hye-jin Shim, Ha-Jin Yu
End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. CoRR (2019)
Hee-Soo Heo, Jee-weon Jung, Il-Ho Yang, Sung-Hyun Yoon, Hye-jin Shim, Ha-Jin Yu
End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification. INTERSPEECH (2019)
Hee-Soo Heo, Byung-Min So, Il-Ho Yang, Sung-Hyun Yoon, Ha-Jin Yu
Automated recovery of damaged audio files using deep neural networks. Digit. Investig. 30 (2019)
Jee-Weon Jung, Hee-Soo Heo, Hye-Jin Shim, Ha-Jin Yu
Short Utterance Compensation in Speaker Verification via Cosine-Based Teacher-Student Learning of Speaker Embeddings. ASRU (2019)
Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Ha-Jin Yu
Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels. INTERSPEECH (2019)
Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Ha-Jin Yu
Acoustic scene classification using teacher-student learning with soft-labels. CoRR (2019)
Hye-jin Shim, Hee-Soo Heo, Jee-weon Jung, Ha-Jin Yu
Self-supervised pre-training with acoustic configurations for replay spoofing detection. CoRR (2019)
Jee-weon Jung, Hye-jin Shim, Hee-Soo Heo, Ha-Jin Yu
Replay Attack Detection with Complementary High-Resolution Information Using End-to-End DNN for the ASVspoof 2019 Challenge. INTERSPEECH (2019)
Jee-weon Jung, Hee-Soo Heo, Ju-ho Kim, Hye-jin Shim, Ha-Jin Yu
RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification. CoRR (2019)
Jee-weon Jung, Hee-Soo Heo, Ju-ho Kim, Hye-jin Shim, Ha-Jin Yu
RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification. INTERSPEECH (2019)
Jee-weon Jung, Hye-jin Shim, Hee-Soo Heo, Ha-Jin Yu
Replay attack detection with complementary high-resolution information using end-to-end DNN for the ASVspoof 2019 Challenge. CoRR (2019)
Jee-weon Jung, Hee-Soo Heo, Hye-jin Shim, Ha-Jin Yu
Short utterance compensation in speaker verification via cosine-based teacher-student learning of speaker embeddings. CoRR (2018)
Jee-weon Jung, Hee-Soo Heo, Hye-jin Shim, Ha-Jin Yu
DNN based multi-level feature ensemble for acoustic scene classification. DCASE (2018)
Hye-jin Shim, Jee-weon Jung, Hee-Soo Heo, Sung-Hyun Yoon, Ha-Jin Yu
Replay Spoofing Detection System for Automatic Speaker Verification Using Multi-Task Learning of Noise Classes. TAAI (2018)
Hye-Jin Shim, Jee-Weon Jung, Hee-Soo Heo, Sung-Hyun Yoon, Ha-Jin Yu
Replay attack spoofing detection system using replay noise by multi-task learning. CoRR (2018)
Jee-weon Jung, Hee-Soo Heo, Il-Ho Yang, Hye-jin Shim, Ha-Jin Yu
A Complete End-to-End Speaker Verification System Using Deep Neural Networks: From Raw Signals to Verification Result. ICASSP (2018)
Jee-weon Jung, Hee-Soo Heo, Il-Ho Yang, Hye-jin Shim, Ha-Jin Yu
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification. INTERSPEECH (2018)
Hee-Soo Heo, Jee-weon Jung, Il-Ho Yang, Sung-Hyun Yoon, Ha-Jin Yu
Joint Training of Expanded End-to-End DNN for Text-Dependent Speaker Verification. INTERSPEECH (2017)
Il-Ho Yang, Hee-Soo Heo, Sung-Hyun Yoon, Ha-Jin Yu
Applying compensation techniques on i-vectors extracted from short-test utterances for speaker verification using deep neural network. ICASSP (2017)
Jee-Weon Jung, Hee-Soo Heo, Il-Ho Yang, Sung-Hyun Yoon, Hye-Jin Shim, Ha-Jin Yu
DNN-Based Audio Scene Classification for DCASE2017: Dual Input Features, Balancing Cost, and Stochastic Data Duplication. DCASE (2017)
Hee-Soo Heo, Il-Ho Yang, Myung-Jae Kim, Sung-Hyun Yoon, Ha-Jin Yu
Advanced b-vector system based deep neural network as classifier for speaker verification. ICASSP (2016)