Li Li

Orcid: 0000-0002-3121-7857

Affiliations:
  • University of Tsukuba, Graduate School of Systems and Information Engineering, Japan


According to our database1, Li Li authored at least 32 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
FastMVAE2: On Improving and Accelerating the Fast Variational Autoencoder-Based Source Separation Algorithm for Determined Mixtures.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing.
CoRR, 2023

2022
Music Similarity Calculation of Individual Instrumental Sounds Using Metric Learning.
CoRR, 2022

Numerical Investigation of Weight Parameters For Geometrically Constrained Independent Vector Analysis Using Vectorwise Coordinate Descent or Iterative Source Steering.
Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Investigation And Comparison of Optimization Methods for Variational Autoencoder-Based Underdetermined Multichannel Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2022

HBP: An Efficient Block Permutation Solver Using Hungarian Algorithm and Spectrogram Inpainting for Multichannel Audio Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Attentionpit: Soft Permutation Invariant Training for Audio Source Separation with Attention Mechanism.
Proceedings of the IEEE International Conference on Acoustics, 2022

Geometrically Constrained Independent Vector Analysis with Auxiliary Function Approach and Iterative Source Steering.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Teacher-Student Learning for Low-Latency Online Speech Enhancement Using Wave-U-Net.
Proceedings of the IEEE International Conference on Acoustics, 2021

SepNet: A Deep Separation Matrix Prediction Network for Multichannel Audio Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Extension of virtual microphone technique to multiple real microphones and investigation of the impact of phase and amplitude interpolation on speech enhancement.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Reducing algorithmic delay using low-overlap window for online Wave-U-Net.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020
Majorization-Minimization Algorithm for Discriminative Non-Negative Matrix Factorization.
IEEE Access, 2020

FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method.
IEEE Access, 2020

Determined Audio Source Separation with Multichannel Star Generative Adversarial Network.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis.
Proceedings of the Interspeech 2020, 2020

Geometrically Constrained Independent Vector Analysis for Directional Speech Enhancement.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Study on Geometrically Constrained IVA with Auxiliary Function Approach and VCD for In-Car Communication.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
Supervised Determined Source Separation with Multichannel Variational Autoencoder.
Neural Comput., 2019

Underdetermined Source Separation Based on Generalized Multichannel Variational Autoencoder.
IEEE Access, 2019

Improving Singing Aid System for Laryngectomees With Statistical Voice Conversion and VAE-SPACE.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Fast MVAE: Joint Separation and Classification of Mixed Sources Based on Multichannel Variational Autoencoder with Auxiliary Classifier.
Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Separation and Dereverberation of Reverberant Mixtures with Multichannel Variational Autoencoder.
Proceedings of the IEEE International Conference on Acoustics, 2019

CNN-based virtual microphone signal estimation for MPDR beamforming in underdetermined situations.
Proceedings of the 27th European Signal Processing Conference, 2019

Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Nonnegative Matrix Factorization With Basis Clustering Using Cepstral Distance Regularization.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Semi-blind source separation with multichannel variational autoencoder.
CoRR, 2018

Deep Clustering with Gated Convolutional Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Mel-Generalized cepstral regularization for discriminative non-negative matrix factorization.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Speech Enhancement Using Non-Negative Spectrogram Models with Mel-Generalized Cepstral Regularization.
Proceedings of the Interspeech 2017, 2017

Discriminative non-negative matrix factorization with majorization-minimization.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

2016
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech.
Proceedings of the Interspeech 2016, 2016


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