MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation

7 May 2018

Papers citing "MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation"

50 / 63 papers shown

Title
30+ Years of Source Separation Research: Achievements and Future Challenges S. Araki N. Ito Reinhold Haeb-Umbach G. Wichern Zhong-Qiu Wang Yuki Mitsufuji AI4TS 39 0 0 21 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 39 2 0 31 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 82 1 0 09 Dec 2024
A Two-Stage Band-Split Mamba-2 Network For Music Separation Jinglin Bai Yuan Fang Jiajie Wang Xueliang Zhang Mamba 22 1 0 10 Sep 2024
Consistent and Relevant: Rethink the Query Embedding in General Sound Separation Yuanyuan Wang Hangting Chen Dongchao Yang Jianwei Yu Chao Weng Zhiyong Wu Helen M. Meng 17 6 0 24 Dec 2023
Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates Marco Pasini Stefan Lattner George Fazekas 27 1 0 21 Nov 2023
Sampling-Frequency-Independent Universal Sound Separation Tomohiko Nakamura Kohei Yatabe 25 0 0 22 Sep 2023
Music Source Separation Based on a Lightweight Deep Learning Framework (DTTNET: DUAL-PATH TFC-TDF UNET) Junyu Chen Susmitha Vekkot Pancham Shukla 22 6 0 15 Sep 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 16 17 0 11 May 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 22 36 0 04 Feb 2023
Latent Autoregressive Source Separation Emilian Postolache Giorgio Mariani Michele Mancusi Andrea Santilli Luca Cosmo Emanuele Rodolà BDL DRL 12 8 0 09 Jan 2023
Neural Vocoder Feature Estimation for Dry Singing Voice Separation Jae-Yeol Im Soonbeom Choi Sangeon Yong Juhan Nam 13 1 0 29 Nov 2022
Music Source Separation with Band-split RNN Yi Luo Jianwei Yu 52 107 0 30 Sep 2022
Deep Generative Multimedia Children's Literature Matthew Lyle Olson 11 0 0 27 Sep 2022
PoLyScriber: Integrated Fine-tuning of Extractor and Lyrics Transcriber for Polyphonic Music Xiaoxue Gao Chitralekha Gupta Haizhou Li 25 7 0 15 Jul 2022
Few-Shot Musical Source Separation Yu Wang Daniel Stoller Rachel M. Bittner J. P. Bello 11 14 0 03 May 2022
Improved singing voice separation with chromagram-based pitch-aware remixing Siyuan Yuan Zhepei Wang Umut Isik Ritwik Giri J. Valin M. Goodwin A. Krishnaswamy 11 11 0 28 Mar 2022
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov 9 43 0 15 Dec 2021
CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet Haohe Liu Qiuqiang Kong Jiafeng Liu 22 24 0 09 Dec 2021
KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing Minseok Kim Woosung Choi Jaehwa Chung Daewon Lee Soonyoung Jung 17 50 0 24 Nov 2021
Unsupervised Source Separation via Bayesian Inference in the Latent Domain Michele Mancusi Emilian Postolache Giorgio Mariani Marco Fumero Andrea Santilli Luca Cosmo Emanuele Rodolà BDL 14 1 0 11 Oct 2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 116 96 0 12 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 25 246 0 08 Sep 2021
A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis Liwei Lin Qiuqiang Kong Junyan Jiang Gus Xia 17 26 0 07 Aug 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 33 8 0 14 Jul 2021
Audiovisual Singing Voice Separation Bochen Li Yuxuan Wang Z. Duan 29 6 0 01 Jul 2021
A cappella: Audio-visual Singing Voice Separation Juan F. Montesinos V. S. Kadandale G. Haro 38 16 0 20 Apr 2021
HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation C. Garoufis Athanasia Zlatintsi Petros Maragos 30 2 0 07 Mar 2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback Ohlsson Patrik 25 8 0 03 Jan 2021
Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi Yuki Mitsufuji 3DV 13 64 0 21 Nov 2020
Complex ratio masking for singing voice separation Yixuan Zhang Yuzhou Liu DeLiang Wang 9 9 0 03 Nov 2020
LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation Woosung Choi Minseok Kim Jaehwa Chung Soonyoung Jung 22 32 0 22 Oct 2020
Fast accuracy estimation of deep learning based multi-class musical source separation A. Mocanu B. Ricaud Milos Cernak 6 0 0 19 Oct 2020
Adversarial attacks on audio source separation Naoya Takahashi S. Inoue Yuki Mitsufuji AAML 9 9 0 07 Oct 2020
Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music Haohe Liu Lei Xie Jian Wu Geng Yang 8 30 0 12 Aug 2020
Exploring Aligned Lyrics-Informed Singing Voice Separation Chang-Bin Jeon Hyeong-Seok Choi Kyogu Lee 15 6 0 11 Aug 2020
Multitask learning for instrument activation aware music source separation Yun-Ning Hung Alexander Lerch 6 18 0 03 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 4 581 0 01 Aug 2020
Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net Kazuki Shimada Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji 6 19 0 22 Jun 2020
Unsupervised Audio Source Separation using Generative Priors V. Narayanaswamy Jayaraman J. Thiagarajan Rushil Anirudh A. Spanias 18 24 0 28 May 2020
Voice and accompaniment separation in music using self-attention convolutional neural network Yuzhou Liu B. Thoshkahna A. Milani T. Kristjansson 6 17 0 19 Mar 2020
Meta-learning Extractors for Music Source Separation David Samuel Aditya Ganeshan Jason Naradowsky 16 60 0 17 Feb 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform Tomohiko Nakamura Hiroshi Saruwatari AI4TS 9 18 0 28 Jan 2020
Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation Woosung Choi Minseok Kim Jaehwa Chung Daewon Lee Soonyoung Jung 17 4 0 02 Dec 2019
Improving Voice Separation by Incorporating End-to-end Speech Recognition Naoya Takahashi M. Singh Sakya Basak Sudarsanam Parthasaarathy Sriram Ganapathy Yuki Mitsufuji VLM 6 19 0 29 Nov 2019
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 11 265 0 27 Nov 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian G. Wichern Jonathan Le Roux 11 42 0 06 Nov 2019
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow G. Wichern Prem Seetharaman Jonathan Le Roux 51 122 0 18 Sep 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 19 84 0 03 Sep 2019
Audio query-based music source separation Jie Hwan Lee Hyeong-Seok Choi Kyogu Lee 26 44 0 19 Aug 2019