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Hee-Soo Heo

Hee Soo Heo – HeeSoo Heo – Heesoo Heo

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Journal Articles

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2022
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Jingu Kang, Jaesung Huh, Hee Soo Heo, Joon Son Chung:
Augmentation Adversarial Training for Self-Supervised Speaker Representation Learning. IEEE J. Sel. Top. Signal Process. 16(6): 1253-1262 (2022)
2020
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Jee-Weon Jung, Hee-Soo Heo, Hye-Jin Shim, Ha-Jin Yu:
Knowledge Distillation in Acoustic Scene Classification. IEEE Access 8: 166870-166879 (2020)
2019
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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: 117-126 (2019)

Conference and Workshop Papers

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2024
[c39]
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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: 12321-12325
[c38]
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Ju-ho Kim, Hee-Soo Heo, Bong-Jin Lee, Youngki Kwon, Minjae Lee, Ha-Jin Yu:
Self-supervised speaker verification with relational mask prediction. INTERSPEECH 2024
[c37]
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Kihyun Nam, Hee-Soo Heo, Jee-Weon Jung, Joon Son Chung:
Disentangled Representation Learning for Environment-agnostic Speaker Recognition. INTERSPEECH 2024
2023
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Hee-Soo Heo, Youngki Kwon, Bong-Jin Lee, You Jin Kim, Jee-Weon Jung:
High-Resolution Embedding Extractor for Speaker Diarisation. ICASSP 2023: 1-5
[c35]
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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: 1-5
[c34]
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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: 1-5
[c33]
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Youngki Kwon, Hee-Soo Heo, Bong-Jin Lee, You Jin Kim, Jee-Weon Jung:
Absolute Decision Corrupts Absolutely: Conservative Online Speaker Diarisation. ICASSP 2023: 1-5
[c32]
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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: 4693-4697
[c31]
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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: 5311-5315
[c30]
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Kihyun Nam, Youkyum Kim, Jaesung Huh, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung:
Disentangled Representation Learning for Multilingual Speaker Recognition. INTERSPEECH 2023: 5316-5320
2022
[c29]
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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: 6367-6371
[c28]
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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: 8367-8371
[c27]
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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: 2228-2232
[c26]
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Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Ha-Jin Yu, Nicholas W. D. Evans, Tomi Kinnunen:
SASV 2022: The First Spoofing-Aware Speaker Verification Challenge. INTERSPEECH 2022: 2893-2897
[c25]
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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. Odyssey 2022: 330-337
2021
[c24]
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Yoohwan Kwon, Hee-Soo Heo, Bong-Jin Lee, Joon Son Chung:
The ins and outs of speaker recognition: lessons from VoxSRC 2020. ICASSP 2021: 5809-5813
[c23]
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Jee-weon Jung, Hee-Soo Heo, Ha-Jin Yu, Joon Son Chung:
Graph Attention Networks for Speaker Verification. ICASSP 2021: 6149-6153
[c22]
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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: 3086-3090
[c21]
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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: 3101-3105
[c20]
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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: 3675-3679
[c19]
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Jaesung Huh, Minjae Lee, Heesoo Heo, Seongkyu Mun, Joon Son Chung:
Metric Learning for Keyword Spotting. SLT 2021: 133-140
[c18]
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Youngki Kwon, Hee Soo Heo, Jaesung Huh, Bong-Jin Lee, Joon Son Chung:
Look Who's Not Talking. SLT 2021: 567-573
[c17]
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You Jin Kim, Hee Soo Heo, Soo-Whan Chung, Bong-Jin Lee:
End-To-End Lip Synchronisation Based on Pattern Classification. SLT 2021: 598-605
2020
[c16]
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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: 1091-1095
[c15]
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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: 2977-2981
2019
[c14]
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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: 335-341
[c13]
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Jee-weon Jung, HeeSoo Heo, Hye-jin Shim, Ha-Jin Yu:
Distilling the Knowledge of Specialist Deep Neural Networks in Acoustic Scene Classification. DCASE 2019: 114-118
[c12]
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Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Ha-Jin Yu:
Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels. INTERSPEECH 2019: 614-618
[c11]
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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: 1083-1087
[c10]
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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: 1268-1272
[c9]
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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: 4035-4039
2018
[c8]
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Jee-weon Jung, Hee-Soo Heo, Hye-jin Shim, Ha-Jin Yu:
DNN based multi-level feature ensemble for acoustic scene classification. DCASE 2018: 118-122
[c7]
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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: 5349-5353
[c6]
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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: 3583-3587
[c5]
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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: 172-176
2017
[c4]
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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: 59-63
[c3]
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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: 5490-5494
[c2]
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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: 1532-1536
2016
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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: 5465-5469

Informal and Other Publications

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2024
[i34]
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Kihyun Nam, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung:
Disentangled Representation Learning for Environment-agnostic Speaker Recognition. CoRR abs/2406.14559 (2024)
2023
[i33]
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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 abs/2306.00680 (2023)
[i32]
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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 abs/2309.14741 (2023)
2022
[i31]
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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 abs/2201.10283 (2022)
[i30]
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  - journals/corr/abs-2203-08488
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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 abs/2203.08488 (2022)
[i29]
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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 abs/2204.09976 (2022)
[i28]
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  - journals/corr/abs-2210-10985
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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 abs/2210.10985 (2022)
[i27]
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  - journals/corr/abs-2210-14682
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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 abs/2210.14682 (2022)
[i26]
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  - journals/corr/abs-2211-00437
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Kihyun Nam, Youkyum Kim, Hee Soo Heo, Jee-weon Jung, Joon Son Chung:
Disentangled representation learning for multilingual speaker recognition. CoRR abs/2211.00437 (2022)
[i25]
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  - journals/corr/abs-2211-04060
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Hee-Soo Heo, Youngki Kwon, Bong-Jin Lee, You Jin Kim, Jee-weon Jung:
High-resolution embedding extractor for speaker diarisation. CoRR abs/2211.04060 (2022)
[i24]
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  - journals/corr/abs-2211-04768
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Youngki Kwon, Hee-Soo Heo, Bong-Jin Lee, You Jin Kim, Jee-weon Jung:
Absolute decision corrupts absolutely: conservative online speaker diarisation. CoRR abs/2211.04768 (2022)
2021
[i23]
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  - journals/corr/abs-2104-02878
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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 abs/2104.02878 (2021)
[i22]
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  - journals/corr/abs-2104-02879
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Youngki Kwon, Jee-weon Jung, Hee-Soo Heo, You Jin Kim, Bong-Jin Lee, Joon Son Chung:
Adapting Speaker Embeddings for Speaker Diarisation. CoRR abs/2104.02879 (2021)
[i21]
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  - journals/corr/abs-2108-07640
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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 abs/2108.07640 (2021)
[i20]
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  - journals/corr/abs-2110-01200
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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 abs/2110.01200 (2021)
[i19]
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  - journals/corr/abs-2110-03361
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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 abs/2110.03361 (2021)
[i18]
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  - journals/corr/abs-2110-03380
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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 abs/2110.03380 (2021)
2020
[i17]
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  - journals/corr/abs-2001-11688
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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 abs/2001.11688 (2020)
[i16]
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  - journals/corr/abs-2003-11982
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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. CoRR abs/2003.11982 (2020)
[i15]
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  - journals/corr/abs-2005-08606
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You Jin Kim, Hee Soo Heo, Soo-Whan Chung, Bong-Jin Lee:
End-to-End Lip Synchronisation. CoRR abs/2005.08606 (2020)
[i14]
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  - journals/corr/abs-2005-08776
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Jaesung Huh, Minjae Lee, Heesoo Heo, Seongkyu Mun, Joon Son Chung:
Metric Learning for Keyword Spotting. CoRR abs/2005.08776 (2020)
[i13]
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  - journals/corr/abs-2007-12085
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Jaesung Huh, Hee Soo Heo, Jingu Kang, Shinji Watanabe, Joon Son Chung:
Augmentation adversarial training for unsupervised speaker recognition. CoRR abs/2007.12085 (2020)
[i12]
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  - journals/corr/abs-2009-14153
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Hee Soo Heo, Bong-Jin Lee, Jaesung Huh, Joon Son Chung:
Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020. CoRR abs/2009.14153 (2020)
[i11]
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  - journals/corr/abs-2010-11543
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Jee-weon Jung, Hee-Soo Heo, Ha-Jin Yu, Joon Son Chung:
Graph Attention Networks for Speaker Verification. CoRR abs/2010.11543 (2020)
[i10]
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Yoohwan Kwon, Hee-Soo Heo, Bong-Jin Lee, Joon Son Chung:
The ins and outs of speaker recognition: lessons from VoxSRC 2020. CoRR abs/2010.15809 (2020)
[i9]
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  - journals/corr/abs-2011-14885
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Youngki Kwon, Hee Soo Heo, Jaesung Huh, Bong-Jin Lee, Joon Son Chung:
Look who's not talking. CoRR abs/2011.14885 (2020)
2019
[i8]
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  - journals/corr/abs-1902-02455
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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 abs/1902.02455 (2019)
[i7]
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  - journals/corr/abs-1904-08104
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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 abs/1904.08104 (2019)
[i6]
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  - journals/corr/abs-1904-10134
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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 abs/1904.10134 (2019)
[i5]
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  - journals/corr/abs-1904-10135
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Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Ha-Jin Yu:
Acoustic scene classification using teacher-student learning with soft-labels. CoRR abs/1904.10135 (2019)
[i4]
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  - journals/corr/abs-1907-00542
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Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Il-Ho Yang, Ha-Jin Yu:
Cosine similarity-based adversarial process. CoRR abs/1907.00542 (2019)
[i3]
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  - journals/corr/abs-1910-09778
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Hye-jin Shim, Hee-Soo Heo, Jee-weon Jung, Ha-Jin Yu:
Self-supervised pre-training with acoustic configurations for replay spoofing detection. CoRR abs/1910.09778 (2019)
2018
[i2]
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  - journals/corr/abs-1808-09638
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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 abs/1808.09638 (2018)
[i1]
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  - journals/corr/abs-1810-10884
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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 abs/1810.10884 (2018)

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