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2202.07968
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On loss functions and evaluation metrics for music source separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
16 February 2022
Enric Gusó
Jordi Pons
Santiago Pascual
Joan Serrà
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Papers citing
"On loss functions and evaluation metrics for music source separation"
17 / 17 papers shown
Efficient and Fast Generative-Based Singing Voice Separation using a Latent Diffusion Model
IEEE International Joint Conference on Neural Network (IJCNN), 2025
Genís Plaja-Roglans
Yun-Ning Hung
Xavier Serra
Igor Pereira
DiffM
262
2
0
25 Nov 2025
StutterZero and StutterFormer: End-to-End Speech Conversion for Stuttering Transcription and Correction
Qianheng Xu
190
0
0
21 Oct 2025
Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation
Yun-Ning
Hung
Igor Pereira
Filip Korzeniowski
191
1
0
08 Oct 2025
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
Yunkee Chae
Kyogu Lee
490
1
0
29 May 2025
Fast Text-to-Audio Generation with Adversarial Post-Training
Cheng-i Wang
Zach Evans
Zack Zukowski
Josiah Taylor
CJ Carr
...
Adnan Al-Sinan
Gian Marco Iodice
Julian McAuley
Taylor Berg-Kirkpatrick
Jordi Pons
708
11
0
13 May 2025
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Minwoo Oh
Minsu Park
Eunil Park
409
1
0
30 Apr 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Tornike Karchkhadze
M. Izadi
Shlomo Dubnov
DiffM
399
14
0
31 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models
Tornike Karchkhadze
M. Izadi
Shuo Zhang
DiffM
428
1
0
09 Dec 2024
Mel-RoFormer for Vocal Separation and Vocal Melody Transcription
International Society for Music Information Retrieval Conference (ISMIR), 2024
Ju-Chiang Wang
Fan Zhang
Jitong Chen
263
11
0
07 Sep 2024
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder
Leonardo Berti
DRL
216
0
0
12 Aug 2024
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation
Adam Sorrenti
135
0
0
30 May 2024
Music Source Separation with Band-Split RoPE Transformer
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Wei-Tsung Lu
Ju-Chiang Wang
Qiuqiang Kong
Yun-Ning Hung
248
75
0
05 Sep 2023
Distribution Preserving Source Separation With Time Frequency Predictive Models
European Signal Processing Conference (EUSIPCO), 2023
Pedro J. Villasana T
J. Klejsa
Lars Villemoes
P. Hedelin
223
2
0
10 Mar 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
International Conference on Learning Representations (ICLR), 2023
Giorgio Mariani
Irene Tallini
Emilian Postolache
Michele Mancusi
Luca Cosmo
Emanuele Rodolà
DiffM
670
73
0
04 Feb 2023
Latent Autoregressive Source Separation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Emilian Postolache
Giorgio Mariani
Michele Mancusi
Andrea Santilli
Luca Cosmo
Emanuele Rodolà
BDL
DRL
223
12
0
09 Jan 2023
Adversarial Permutation Invariant Training for Universal Sound Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Emilian Postolache
Jordi Pons
Santiago Pascual
Joan Serrà
VLM
377
10
0
21 Oct 2022
Music Separation Enhancement with Generative Modeling
International Society for Music Information Retrieval Conference (ISMIR), 2022
N. Schaffer
Boaz Cogan
Ethan Manilow
Max Morrison
Prem Seetharaman
Bryan Pardo
265
12
0
26 Aug 2022
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