Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
portfolio
Hyperbolic embedding using AudioSet taxonomy
Embed AudioSet taxonomy to Poincare disk.
Multichannel blind source separation demo
Blind source separation demo using IVA, ILRMA, MNMF, and so on.
publications
Investigation of Network Architecture for Single-Channel End-to-End Denoising
Published in EUSIPCO, 2021
Empirical Bayesian Independent Deeply Learned Matrix Analysis For Multichannel Audio Source Separation
Published in ICASSP, 2021
This paper propose an IDLMA extension, empirical Bayesian IDLMA (EB-IDLMA) to implicitly consider the reliability of the estimated source power spectrograms for the estimation of demixing filters through the hyperparameters of the prior distribution estimated by the DNN.
PoP-IDLMA: Product-of-Prior Independent Deeply Learned Matrix Analysis for Multichannel Music Source Separation
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 2680-2694, 2023, 2023
This paper proposes PoP-IDLMA, an extension of independent deeply learned matrix analysis (IDLMA).
A comparative study of text-speech alignment methods for emotional speech synthesis.
Published in ASJ Autumn Meeting, 2024
In this paper, we investigate the performance of various text-speech alignment methods to build a high-quality emotional parallel text-to-speech system.
Music Tagging with Classifier Group Chains
Published in International Conference on Acoustics, Speech and Signal Processing, 2025, 2025
This paper proposes music tagging with classifier group chains, which considers conditional dependence among tag categories.