| Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks S Kum, C Oh, J Nam International Society for Music Information Retrieval (ISMIR), 819-825, 2016 | 68 | 2016 |
| Joint detection and classification of singing voice melody using convolutional recurrent neural networks S Kum, J Nam Applied Sciences 9 (7), 1324, 2019 | 67 | 2019 |
| Semi-supervised learning using teacher-student models for vocal melody extraction S Kum, JH Lin, L Su, J Nam International Society for Music Information Retrieval (ISMIR), 2020 | 20 | 2020 |
| COMBINING MULTI-SCALE FEATURES USING SAMPLE-LEVEL DEEP CONVOLUTIONAL NEURAL NETWORKS FOR WEAKLY SUPERVISED SOUND EVENT DETECTION J Lee, J Park, S Kum, Y Jeong, J Nam Detection and Classification of Acoustic Scenes and Events (DCASE) 2017, 2017 | 19 | 2017 |
| Semantic tagging of singing voices in popular music recordings KL Kim, J Lee, S Kum, CL Park, J Nam IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1656-1668, 2020 | 18 | 2020 |
| Pseudo-label transfer from frame-level to note-level in a teacher-student framework for singing transcription from polyphonic music S Kum, J Lee, KL Kim, T Kim, J Nam ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 10 | 2022 |
| Classification-based singing melody extraction using Deep Convolutional Neural Networks S Kum, J Nam Preprints, 2017 | 6 | 2017 |
| Learning a cross-domain embedding space of vocal and mixed audio with a structure-preserving triplet loss. KL Kim, J Lee, S Kum, J Nam ISMIR, 334-341, 2021 | 5 | 2021 |
| A hybrid of deep audio feature and i-vector for artist recognition J Park, D Kim, J Lee, S Kum, J Nam arXiv preprint arXiv:1807.09208, 2018 | 5 | 2018 |
| BUILDING K-POP SINGING VOICE TAG DATASET: A PROGRESS REPORT KHL Kim, S Kum, CL Park, J Lee, J Park, J Nam International Society for Music Information Retrieval (ISMIR), LBD, 2017 | 2 | 2017 |
| Deep learning for vocal melody extraction S Kum 한국과학기술원, 2021 | | 2021 |
| Singing melody extraction using multi-column deep neural networks S Kum 한국과학기술원, 2016 | | 2016 |
| Gamification Can Affect the Sustainability of The Wearable Device for Physical Activity?: User Case Study S Lee, J Lee, S Kum, YY Doh 한국 HCI 학회 학술대회, 451-455, 2016 | | 2016 |
| MELODY EXTRACTION USING MULTI-COLUMN DEEP NEURAL NETWORKS (MIREX 2016) S Kum, C Oh, J Nam MIREX2016 28 (2), 34-48, 2016 | | 2016 |
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