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08/24/2023
Exploiting Time-Frequency Conformers for Music Audio Enhancement
With the proliferation of video platforms on the internet, recording mus...
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08/02/2023
Music De-limiter Networks via Sample-wise Gain Inversion
The loudness war, an ongoing phenomenon in the music industry characteri...
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07/27/2023
Towards a New Interface for Music Listening: A User Experience Study on YouTube
In light of the enduring success of music streaming services, it is note...
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07/24/2023
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data
Music source separation (MSS) faces challenges due to the limited availa...
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05/22/2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test
Automatic speech recognition systems based on deep learning are mainly t...
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03/15/2023
Blind Estimation of Audio Processing Graph
Musicians and audio engineers sculpt and transform their sounds by conne...
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11/14/2022
MedleyVox: An Evaluation Dataset for Multiple Singing Voices Separation
Separation of multiple singing voices into each voice is a rarely studie...
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11/11/2022
Continuous Emotional Intensity Controllable Speech Synthesis using Semi-supervised Learning
With the rapid development of the speech synthesis system, recent text-t...
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11/04/2022
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects
We propose an end-to-end music mixing style transfer system that convert...
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11/02/2022
Pop2Piano : Pop Audio-based Piano Cover Generation
The piano cover of pop music is widely enjoyed by people. However, the g...
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11/02/2022
Neural Fourier Shift for Binaural Speech Rendering
We present a neural network for rendering binaural speech from given mon...
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08/31/2022
Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised Learning
We propose a system for rendering a symbolic piano performance with flex...
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08/30/2022
Towards robust music source separation on loud commercial music
Nowadays, commercial music has extreme loudness and heavily compressed d...
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07/28/2022
Exploiting Negative Preference in Content-based Music Recommendation with Contrastive Learning
Advanced music recommendation systems are being introduced along with th...
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04/07/2022
Expressive Singing Synthesis Using Local Style Token and Dual-path Pitch Encoder
This paper proposes a controllable singing voice synthesis system capabl...
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04/06/2022
Global HRTF Interpolation via Learned Affine Transformation of Hyper-conditioned Features
Estimating Head-Related Transfer Functions (HRTFs) of arbitrary source p...
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02/17/2022
End-to-end Music Remastering System Using Self-supervised and Adversarial Training
Mastering is an essential step in music production, but it is also a cha...
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10/27/2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations
We present a neural analysis and synthesis (NANSY) framework that can ma...
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09/29/2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization
In this study, we proposed a novel semi-supervised training method that ...
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05/28/2021
Differentiable Artificial Reverberation
We propose differentiable artificial reverberation (DAR), a family of ar...
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04/21/2021
Room adaptive conditioning method for sound event classification in reverberant environments
Ensuring performance robustness for a variety of situations that can occ...
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03/03/2021
Reverb Conversion of Mixed Vocal Tracks Using an End-to-end Convolutional Deep Neural Network
Reverb plays a critical role in music production, where it provides list...
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02/05/2021
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
Modern deep learning-based models have seen outstanding performance impr...
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10/22/2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
Most of existing audio fingerprinting systems have limitations to be use...
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09/09/2020
Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition
Collecting and accessing a large amount of medical data is very time-con...
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08/11/2020
Exploring Aligned Lyrics-Informed Singing Voice Separation
In this paper, we propose a method of utilizing aligned lyrics as additi...
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06/01/2020
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net
In this work, we tackle a denoising and dereverberation problem with a s...
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04/13/2020
From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech
This work seeks the possibility of generating the human face from voice ...
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10/29/2019
Disentangling Timbre and Singing Style with Multi-singer Singing Synthesis System
In this study, we define the identity of the singer with two independent...
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08/19/2019
Audio query-based music source separation
In recent years, music source separation has been one of the most intens...
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08/06/2019
Adversarially Trained End-to-end Korean Singing Voice Synthesis System
In this paper, we propose an end-to-end Korean singing voice synthesis s...
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03/07/2019
Phase-aware Speech Enhancement with Deep Complex U-Net
Most deep learning-based models for speech enhancement have mainly focus...
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03/07/2019
Enhancing Music Features by Knowledge Transfer from User-item Log Data
In this paper, we propose a novel method that exploits music listening l...
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01/24/2019
Sequential Skip Prediction with Few-shot in Streamed Music Contents
This paper provides an outline of the algorithms submitted for the WSDM ...
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11/02/2018
Listen to Dance: Music-driven choreography generation using Autoregressive Encoder-Decoder Network
Automatic choreography generation is a challenging task because it often...
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08/31/2018
Content-based feature exploration for transparent music recommendation using self-attentive genre classification
Interpretation of retrieved results is an important issue in music recom...
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05/22/2018
Music Source Separation Using Stacked Hourglass Networks
In this paper, we propose a simple yet effective method for multiple mus...
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01/12/2018
Separation of Instrument Sounds using Non-negative Matrix Factorization with Spectral Envelope Constraints
Spectral envelope is one of the most important features that characteriz...
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12/04/2017
Chord Generation from Symbolic Melody Using BLSTM Networks
Generating a chord progression from a monophonic melody is a challenging...
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12/01/2017
Audio Cover Song Identification using Convolutional Neural Network
In this paper, we propose a new approach to cover song identification us...
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05/31/2016
Deep convolutional neural networks for predominant instrument recognition in polyphonic music
Identifying musical instruments in polyphonic music recordings is a chal...
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08/20/2015