Keunwoo Choi - RankMe

68 papers Misc 5Journal 47Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins. CoRR Nikita Makarov, Maria Bordukova, Lena Voith von Voithenberg, Estrella Pivel-Villanueva, Sabrina Mielke, Jonathan Wickes, Hanchen Wang, Mingyu Derek Ma, Keunwoo Choi, Kyunghyun Cho, Stephen Ra, Raul Rodriguez-Esteban, Fabian Schmich, Michael P. Menden
2025	J	`jnl`	KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generation. CoRR Yoonjin Chung, Pilsun Eu, Junwon Lee, Keunwoo Choi, Juhan Nam, Ben Sangbae Chon
2025	—	`ed.`	Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025 ISMIR Juhan Nam, Dasaem Jeong, Keunwoo Choi, Li Su, Magdalena Fuentes, Tomoyasu Nakano, Xiao Hu, Hao-Wen (Herman) Dong
2025	J	`jnl`	Sound Scene Synthesis at the DCASE 2024 Challenge. CoRR Mathieu Lagrange, Junwon Lee, Modan Tailleur, Laurie M. Heller, Keunwoo Choi, Brian McFee, Keisuke Imoto, Yuki Okamoto
2025	J	`jnl`	TALKPLAY: Multimodal Music Recommendation with Large Language Models. CoRR Seungheon Doh, Keunwoo Choi, Juhan Nam
2025	J	`jnl`	TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling. CoRR Seungheon Doh, Keunwoo Choi, Juhan Nam
2025	J	`jnl`	TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation. CoRR Keunwoo Choi, Seungheon Doh, Juhan Nam
2024	J	`jnl`	Challenge on Sound Scene Synthesis: Evaluating Text-to-Audio Generation. CoRR Junwon Lee, Modan Tailleur, Laurie M. Heller, Keunwoo Choi, Mathieu Lagrange, Brian McFee, Keisuke Imoto, Yuki Okamoto
2024	J	`jnl`	Correlation of Fréchet Audio Distance With Human Perception of Environmental Audio Is Embedding Dependant. CoRR Modan Tailleur, Junwon Lee, Mathieu Lagrange, Keunwoo Choi, Laurie M. Heller, Keisuke Imoto, Yuki Okamoto
2024	—	`conf`	Correlation of Fréchet Audio Distance With Human Perception of Environmental Audio Is Embedding Dependent. EUSIPCO Modan Tailleur, Junwon Lee, Mathieu Lagrange, Keunwoo Choi, Laurie M. Heller, Keisuke Imoto, Yuki Okamoto
2024	—	`conf`	Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models. ISMIR Seungheon Doh, Keunwoo Choi, Daeyong Kwon, Taesoo Kim, Juhan Nam
2024	J	`jnl`	Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models. CoRR Seungheon Doh, Keunwoo Choi, Daeyong Kwon, Taesu Kim, Juhan Nam
2023	J	`jnl`	A Demand-Driven Perspective on Generative Audio AI. CoRR Sangshin Oh, Minsung Kang, Hyeongi Moon, Keunwoo Choi, Ben Sangbae Chon
2023	J	`jnl`	Foley Sound Synthesis at the DCASE 2023 Challenge. CoRR Keunwoo Choi, Jaekwon Im, Laurie M. Heller, Brian McFee, Keisuke Imoto, Yuki Okamoto, Mathieu Lagrange, Shinnosuke Takamichi
2023	J	`jnl`	HCLAS-X: Hierarchical and Cascaded Lyrics Alignment System Using Multimodal Cross-Correlation. CoRR Minsung Kang, Soochul Park, Keunwoo Choi
2023	J	`jnl`	Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training. CoRR Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans
2023	—	`conf`	LP-MusicCaps: LLM-Based Pseudo Music Captioning. ISMIR Seungheon Doh, Keunwoo Choi, Jongpil Lee, Juhan Nam
2023	J	`jnl`	LP-MusicCaps: LLM-Based Pseudo Music Captioning. CoRR Seungheon Doh, Keunwoo Choi, Jongpil Lee, Juhan Nam
2023	Misc	`conf`	Medleyvox: An Evaluation Dataset for Multiple Singing Voices Separation. ICASSP Chang-Bin Jeon, Hyeongi Moon, Keunwoo Choi, Ben Sangbae Chon, Kyogu Lee
2023	J	`jnl`	Room Impulse Response Estimation in a Multiple Source Environment. CoRR Kyungyun Lee, Jeonghun Seo, Keunwoo Choi, Sangmoon Lee, Ben Sangbae Chon
2023	Misc	`conf`	Textless Speech-to-Music Retrieval Using Emotion Similarity. ICASSP Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2023	J	`jnl`	Textless Speech-to-Music Retrieval Using Emotion Similarity. CoRR Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2023	J	`jnl`	The Biased Journey of MSD_AUDIO.ZIP. CoRR Haven Kim, Keunwoo Choi, Mateusz Modrzejewski, Cynthia C. S. Liem
2023	Misc	`conf`	Toward Universal Text-To-Music Retrieval. ICASSP Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2022	J	`jnl`	A Proposal for Foley Sound Synthesis Challenge. CoRR Keunwoo Choi, Sangshin Oh, Minsung Kang, Brian McFee
2022	J	`jnl`	Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. CoRR Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
2022	J	`jnl`	MedleyVox: An Evaluation Dataset for Multiple Singing Voices Separation. CoRR Chang-Bin Jeon, Hyeongi Moon, Keunwoo Choi, Ben Sangbae Chon, Kyogu Lee
2022	J	`jnl`	Toward Universal Text-to-Music Retrieval. CoRR Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2021	—	`conf`	Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation. ISMIR Qiuqiang Kong, Yin Cao, Haohe Liu, Keunwoo Choi, Yuxuan Wang
2021	J	`jnl`	Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation. CoRR Qiuqiang Kong, Yin Cao, Haohe Liu, Keunwoo Choi, Yuxuan Wang
2021	—	`conf`	Listen, Read, and Identify: Multimodal Singing Language Identification of Music. ISMIR Keunwoo Choi, Yuxuan Wang
2021	J	`jnl`	Listen, Read, and Identify: Multimodal Singing Language Identification of Music. CoRR Keunwoo Choi, Yuxuan Wang
2021	J	`jnl`	Music Classification: Beyond Supervised Learning, Towards Real-world Applications. CoRR Minz Won, Janne Spijkervet, Keunwoo Choi
2021	J	`jnl`	Semi-Supervised Music Tagging Transformer. CoRR Minz Won, Keunwoo Choi, Xavier Serra
2021	—	`conf`	Semi-supervised Music Tagging Transformer. ISMIR Minz Won, Keunwoo Choi, Xavier Serra
2021	—	`conf`	SpecTNT: a Time-Frequency Transformer for Music Audio. ISMIR Wei Tsung Lu, Ju-Chiang Wang, Minz Won, Keunwoo Choi, Xuchen Song
2021	J	`jnl`	SpecTNT: a Time-Frequency Transformer for Music Audio. CoRR Wei Tsung Lu, Ju-Chiang Wang, Minz Won, Keunwoo Choi, Xuchen Song
2020	J	`jnl`	Deep Composer Classification Using Symbolic Representation. CoRR Sunghyeon Kim, Hyeyoon Lee, Sunjong Park, Jinho Lee, Keunwoo Choi
2020	J	`jnl`	Dereverberation using joint estimation of dry speech signal and acoustic system. CoRR Sanna Wager, Keunwoo Choi, Simon Durand
2020	J	`jnl`	Large-Scale MIDI-based Composer Classification. CoRR Qiuqiang Kong, Keunwoo Choi, Yuxuan Wang
2019	J	`jnl`	Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. IEEE Signal Process. Mag. Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
2019	—	`conf`	Deep Unsupervised Drum Transcription. ISMIR Keunwoo Choi, Kyunghyun Cho
2019	J	`jnl`	Deep Unsupervised Drum Transcription. CoRR Keunwoo Choi, Kyunghyun Cho
2019	—	`conf`	mirdata: Software for Reproducible Usage of Datasets. ISMIR Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
2018	—	`conf`	A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging. EUSIPCO Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
2018	—	`—`	Deep neural networks for music tagging. Keunwoo Choi
2018	—	`conf`	Revisiting Singing Voice Detection: A quantitative review and the future outlook. ISMIR Kyungyun Lee, Keunwoo Choi, Juhan Nam
2018	J	`jnl`	Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook. CoRR Kyungyun Lee, Keunwoo Choi, Juhan Nam
2018	Misc	`conf`	Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders. ICASSP Adib Mehrabi, Keunwoo Choi, Simon Dixon, Mark B. Sandler
2018	J	`jnl`	Similarity measures for vocal-based drum sample retrieval using deep convolutional auto-encoders. CoRR Adib Mehrabi, Keunwoo Choi, Simon Dixon, Mark B. Sandler
2018	J	`jnl`	The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging. IEEE Trans. Emerg. Top. Comput. Intell. Keunwoo Choi, György Fazekas, Kyunghyun Cho, Mark B. Sandler
2017	J	`jnl`	A Comparison on Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging. CoRR Keunwoo Choi, György Fazekas, Kyunghyun Cho, Mark B. Sandler
2017	J	`jnl`	A Tutorial on Deep Learning for Music Information Retrieval. CoRR Keunwoo Choi, György Fazekas, Kyunghyun Cho, Mark B. Sandler
2017	Misc	`conf`	Convolutional recurrent neural networks for music classification. ICASSP Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
2017	J	`jnl`	DLR : Toward a deep learned rhythmic representation for music content analysis. CoRR Yeonwoo Jeong, Keunwoo Choi, Hosan Jeong
2017	J	`jnl`	Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras. CoRR Keunwoo Choi, Deokjin Joo, Juho Kim
2017	J	`jnl`	On the Robustness of Deep Convolutional Neural Networks for Music Classification. CoRR Keunwoo Choi, György Fazekas, Kyunghyun Cho, Mark B. Sandler
2017	—	`conf`	Transfer Learning for Music Classification and Regression Tasks. ISMIR Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
2017	J	`jnl`	Transfer learning for music classification and regression tasks. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
2016	—	`conf`	Automatic Tagging Using Deep Convolutional Neural Networks. ISMIR Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	J	`jnl`	Automatic tagging using deep convolutional neural networks. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	J	`jnl`	Convolutional Recurrent Neural Networks for Music Classification. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler, Kyunghyun Cho
2016	J	`jnl`	Explaining Deep Convolutional Neural Networks on Music Classification. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	J	`jnl`	Text-based LSTM networks for Automatic Music Composition. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	J	`jnl`	Towards Music Captioning: Generating Music Playlist Descriptions. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	—	`conf`	Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions. UMAP (Extended Proceedings) Keunwoo Choi, György Fazekas, Mark B. Sandler
2016	J	`jnl`	Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler
2015	J	`jnl`	Understanding Music Playlists. CoRR Keunwoo Choi, György Fazekas, Mark B. Sandler