Deep Clustering and Conventional Networks for Music Separation: Stronger Together

18 November 2016

Papers citing "Deep Clustering and Conventional Networks for Music Separation: Stronger Together"

50 / 63 papers shown

Title
Robustness of Speech Separation Models for Similar-pitch Speakers Bunlong Lay Sebastian Zaczek Kristina Tesch Timo Gerkmann 24 0 0 22 Jul 2024
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 30 21 0 01 Dec 2022
Music Source Separation with Band-split RNN Yi Luo Jianwei Yu 60 107 0 30 Sep 2022
Music Separation Enhancement with Generative Modeling N. Schaffer Boaz Cogan Ethan Manilow Max Morrison Prem Seetharaman Bryan Pardo 34 9 0 26 Aug 2022
Few-Shot Musical Source Separation Yu Wang Daniel Stoller Rachel M. Bittner J. P. Bello 21 14 0 03 May 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita Yasunori Ohishi S. Araki VLM 22 32 0 08 Apr 2022
Coarse-to-Fine Recursive Speech Separation for Unknown Number of Speakers Zhenhao Jin Xiang Hao Xiangdong Su 24 4 0 30 Mar 2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms Wolfgang Mack Julian Wechsler Emanuel Habets 18 11 0 03 Jan 2022
LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation Yeong-Seok Jeong Jinsung Kim Woosung Choi Jaehwa Chung Soonyoung Jung 39 2 0 24 Nov 2021
Single-channel speech separation using Soft-minimum Permutation Invariant Training Midia Yousefi John H. L. Hansen 21 3 0 16 Nov 2021
Monaural source separation: From anechoic to reverberant environments Tobias Cord-Landwehr Christoph Boeddeker Thilo von Neumann Catalin Zorila R. Doddipatla Reinhold Haeb-Umbach 19 31 0 15 Nov 2021
Audiovisual Singing Voice Separation Bochen Li Yuxuan Wang Z. Duan 29 6 0 01 Jul 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 37 64 0 20 Jun 2021
Manifold-Aware Deep Clustering: Maximizing Angles between Embedding Vectors Based on Regular Simplex Keitaro Tanaka Ryosuke Sawata Shusuke Takahashi 22 0 0 04 Jun 2021
Dual-Path Modeling for Long Recording Speech Separation in Meetings Chenda Li Zhuo Chen Yi Luo Cong Han Tianyan Zhou K. Kinoshita Marc Delcroix Shinji Watanabe Y. Qian 16 10 0 23 Feb 2021
Remixing Music with Visual Conditioning Li-Chia Yang Alexander Lerch 16 4 0 27 Oct 2020
A Study of Transfer Learning in Music Source Separation Andreas Bugler Bryan Pardo Prem Seetharaman 27 3 0 23 Oct 2020
The Cone of Silence: Speech Separation by Localization Teerapat Jenrungrot V. Jayaram S. M. Seitz Ira Kemelmacher-Shlizerman 27 54 0 12 Oct 2020
X-DC: Explainable Deep Clustering based on Learnable Spectrogram Templates C. Watanabe Hirokazu Kameoka 15 0 0 18 Sep 2020
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation Ching-Yu Chiu Wen-Yi Hsiao Yin-Cheng Yeh Yi-Hsuan Yang A. Su 6 13 0 06 Aug 2020
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation Weitao Yuan Bofei Dong Shengbei Wang M. Unoki Wenwu Wang 22 12 0 03 Aug 2020
AutoClip: Adaptive Gradient Clipping for Source Separation Networks Prem Seetharaman Gordon Wichern Bryan Pardo Jonathan Le Roux 17 32 0 25 Jul 2020
OtoWorld: Towards Learning to Separate by Learning to Move Omkar Ranadive Grant Gasser David Terpay Prem Seetharaman 21 1 0 12 Jul 2020
SADDEL: Joint Speech Separation and Denoising Model based on Multitask Learning Yuan-Kuei Wu Chao-I Tuan Hung-yi Lee Yu Tsao 9 4 0 20 May 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement Aswin Sivaraman Minje Kim MoE 9 13 0 16 May 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Yi Luo N. Mesgarani 21 29 0 27 Mar 2020
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method Cunhang Fan J. Tao B. Liu Jiangyan Yi Zhengqi Wen Xuefei Liu 25 9 0 17 Mar 2020
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF A. Muñoz-Montoro J. Carabias-Orti A. Politis K. Drossos 15 0 0 02 Mar 2020
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation Sunwoo Kim Haici Yang Minje Kim 4 9 0 14 Feb 2020
MITAS: A Compressed Time-Domain Audio Separation Network with Parameter Sharing Chao-I Tuan Yuan-Kuei Wu Hung-yi Lee Yu Tsao 24 2 0 09 Dec 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian Gordon Wichern Jonathan Le Roux 24 42 0 06 Nov 2019
Closing the Training/Inference Gap for Deep Attractor Networks C. Cadoux Stefan Uhlich Marc Ferras Yuki Mitsufuji 14 2 0 05 Nov 2019
Onssen: an open-source speech separation and enhancement library Zhaoheng Ni Michael I. Mandel VLM 19 6 0 03 Nov 2019
Model selection for deep audio source separation via clustering analysis Alisa Liu Prem Seetharaman Bryan Pardo 20 2 0 23 Oct 2019
Bootstrapping deep music separation from primitive auditory grouping principles Prem Seetharaman Mojtaba Sahraee-Ardakan Jonathan Le Roux S. Rangan 11 6 0 23 Oct 2019
Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive Instruments Ethan Manilow Prem Seetharaman Bryan Pardo 9 42 0 22 Oct 2019
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow Gordon Wichern Prem Seetharaman Jonathan Le Roux 57 123 0 18 Sep 2019
Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation Tingle Li Jiawei Chen Haowen Hou Ming Li 9 0 0 12 Sep 2019
Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Yoshiaki Bando Y. Sasaki Kazuyoshi Yoshii BDL 6 9 0 29 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 16 66 0 02 Aug 2019
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features Cunhang Fan B. Liu J. Tao Jiangyan Yi Zhengqi Wen 6 22 0 23 Jul 2019
Singing voice separation: a study on training data Laure Prétet Romain Hennequin Jimena Royo-Letelier Andrea Vaglio 30 31 0 06 Jun 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 11 184 0 08 May 2019
A Style Transfer Approach to Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis OOD DRL 11 6 0 01 May 2019
Deep Filtering: Signal Extraction and Reconstruction Using Complex Time-Frequency Filters Wolfgang Mack Emanuel Habets 16 85 0 17 Apr 2019
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering Gene-Ping Yang Chao-I Tuan Hung-yi Lee Lin-Shan Lee 20 25 0 16 Apr 2019
Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets V. Narayanaswamy Sameeksha Katoch Jayaraman J. Thiagarajan Huan Song A. Spanias 24 7 0 08 Apr 2019
Unsupervised training of a deep clustering model for multichannel blind source separation Lukas Drude Daniel Hasenklever Reinhold Häb-Umbach SSL 13 58 0 02 Apr 2019
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy Kin Wah Edward Lin T. BalamuraliB. Enyan Koh Simon Lui Dorien Herremans 13 40 0 04 Dec 2018
Class-conditional embeddings for music source separation A. Labatie Gordon Wichern Shrikant Venkataramani Jonathan Le Roux BDL 35 42 0 07 Nov 2018