research
∙
11/12/2022
Online Phase Reconstruction via DNN-based Phase Differences Estimation
This paper presents a two-stage online phase reconstruction framework us...
share
research
∙
02/17/2022
Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head
Sound event localization and detection (SELD) is a combined task of iden...
research
∙
02/16/2022
APPLADE: Adjustable Plug-and-play Audio Declipper Combining DNN with Sparse Optimization
In this paper, we propose an audio declipping method that takes advantag...
research
∙
07/28/2020
Self-supervised Neural Audio-Visual Sound Source Localization via Probabilistic Spatial Modeling
Detecting sound source objects within visual observation is important fo...
research
∙
02/14/2020
Real-time speech enhancement using equilibriated RNN
We propose a speech enhancement method using a causal deep neural networ...
research
∙
02/14/2020
Phase reconstruction based on recurrent phase unwrapping with deep neural networks
Phase reconstruction, which estimates phase from a given amplitude spect...
research
∙
11/25/2019
Invertible DNN-based nonlinear time-frequency transform for speech enhancement
We propose an end-to-end speech enhancement method with trainable time-f...
research
∙
03/21/2019
Data-driven design of perfect reconstruction filterbank for DNN-based sound source enhancement
We propose a data-driven design method of perfect-reconstruction filterb...
research
∙
03/13/2019
Low-rankness of Complex-valued Spectrogram and Its Application to Phase-aware Audio Processing
Low-rankness of amplitude spectrograms has been effectively utilized in ...
research
∙
03/13/2019
Phase-aware Harmonic/Percussive Source Separation via Convex Optimization
Decomposition of an audio mixture into harmonic and percussive component...
research
∙
03/10/2019
Deep Griffin-Lim Iteration
This paper presents a novel phase reconstruction method (only from a giv...
research
∙
11/17/2018