Li Li

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Topics

Source Separation

Negative Matrix Factorization

Optimization Methods

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Yuka Hashizume, Li Li, Atsushi Miyashita, Tomoki Toda
Learning Multidimensional Disentangled Representations of Instrumental Sounds for Musical Similarity Assessment. CoRR (2024)
Li Li, Shogo Seki
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio. CoRR (2024)
Li Li, Shogo Seki
Remixed2remixed: Domain Adaptation for Speech Enhancement by Noise2noise Learning with Remixing. ICASSP (2024)
Rui Wang, Li Li, Tomoki Toda
Dual-Channel Target Speaker Extraction Based on Conditional Variational Autoencoder and Directional Information. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Li Li, Shogo Seki
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing. CoRR (2023)
Li Li, Hirokazu Kameoka, Shoji Makino
FastMVAE2: On Improving and Accelerating the Fast Variational Autoencoder-Based Source Separation Algorithm for Determined Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Li Li, Hirokazu Kameoka, Shogo Seki
HBP: An Efficient Block Permutation Solver Using Hungarian Algorithm and Spectrogram Inpainting for Multichannel Audio Source Separation. ICASSP (2022)
Shinya Furunaga, Kana Goto, Tetsuya Ueda, Li Li, Takeshi Yamada, Shoji Makino
Numerical Investigation of Weight Parameters For Geometrically Constrained Independent Vector Analysis Using Vectorwise Coordinate Descent or Iterative Source Steering. IWAENC (2022)
Yuka Hashizume, Li Li, Tomoki Toda
Music Similarity Calculation of Individual Instrumental Sounds Using Metric Learning. CoRR (2022)
Kana Goto, Tetsuya Ueda, Li Li, Takeshi Yamada, Shoji Makino
Geometrically Constrained Independent Vector Analysis with Auxiliary Function Approach and Iterative Source Steering. EUSIPCO (2022)
Shogo Seki, Hirokazu Kameoka, Li Li
Investigation And Comparison of Optimization Methods for Variational Autoencoder-Based Underdetermined Multichannel Source Separation. ICASSP (2022)
Hirokazu Kameoka, Shogo Seki, Li Li, Chihiro Watanabe
Attentionpit: Soft Permutation Invariant Training for Audio Source Separation with Attention Mechanism. ICASSP (2022)
Sotaro Nakaoka, Li Li, Shota Inoue, Shoji Makino
Teacher-Student Learning for Low-Latency Online Speech Enhancement Using Wave-U-Net. ICASSP (2021)
Shota Inoue, Hirokazu Kameoka, Li Li, Shoji Makino
SepNet: A Deep Separation Matrix Prediction Network for Multichannel Audio Source Separation. ICASSP (2021)
Hanako Segawa, Li Li, Shoji Makino, Takeshi Yamada
Extension of virtual microphone technique to multiple real microphones and investigation of the impact of phase and amplitude interpolation on speech enhancement. APSIPA ASC (2021)
Sotaro Nakaoka, Li Li, Shoji Makino, Takeshi Yamada
Reducing algorithmic delay using low-overlap window for online Wave-U-Net. APSIPA ASC (2021)
Li Li, Hirokazu Kameoka, Shoji Makino
FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures. CoRR (2021)
Kana Goto, Li Li, Riki Takahashi, Shoji Makino, Takeshi Yamada
Study on Geometrically Constrained IVA with Auxiliary Function Approach and VCD for In-Car Communication. APSIPA (2020)
Li Li, Hirokazu Kameoka, Shoji Makino
Determined Audio Source Separation with Multichannel Star Generative Adversarial Network. MLSP (2020)
Li Li, Kazuhito Koishida
Geometrically Constrained Independent Vector Analysis for Directional Speech Enhancement. ICASSP (2020)
Li Li, Hirokazu Kameoka, Shota Inoue, Shoji Makino
FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method. IEEE Access 8 (2020)
Li Li, Hirokazu Kameoka, Shoji Makino
Majorization-Minimization Algorithm for Discriminative Non-Negative Matrix Factorization. IEEE Access 8 (2020)
Li Li, Kazuhito Koishida, Shoji Makino
Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis. INTERSPEECH (2020)
Shogo Seki, Hirokazu Kameoka, Li Li, Tomoki Toda, Kazuya Takeda
Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation. EUSIPCO (2019)
Li Li, Hirokazu Kameoka, Shoji Makino
Fast MVAE: Joint Separation and Classification of Mixed Sources Based on Multichannel Variational Autoencoder with Auxiliary Classifier. ICASSP (2019)
Shogo Seki, Hirokazu Kameoka, Li Li, Tomoki Toda, Kazuya Takeda
Underdetermined Source Separation Based on Generalized Multichannel Variational Autoencoder. IEEE Access 7 (2019)
Hirokazu Kameoka, Li Li, Shota Inoue, Shoji Makino
Supervised Determined Source Separation with Multichannel Variational Autoencoder. Neural Comput. 31 (9) (2019)
Kouei Yamaoka, Li Li, Nobutaka Ono, Shoji Makino, Takeshi Yamada
CNN-based virtual microphone signal estimation for MPDR beamforming in underdetermined situations. EUSIPCO (2019)
Shota Inoue, Hirokazu Kameoka, Li Li, Shogo Seki, Shoji Makino
Joint Separation and Dereverberation of Reverberant Mixtures with Multichannel Variational Autoencoder. ICASSP (2019)
Li Li, Tomoki Toda, Kazuho Morikawa, Kazuhiro Kobayashi, Shoji Makino
Improving Singing Aid System for Laryngectomees With Statistical Voice Conversion and VAE-SPACE. ISMIR (2019)
Li Li, Hirokazu Kameoka
Deep Clustering with Gated Convolutional Networks. ICASSP (2018)
Li Li, Hirokazu Kameoka, Shoji Makino
Fast MVAE: Joint separation and classification of mixed sources based on multichannel variational autoencoder with auxiliary classifier. CoRR (2018)
Hirokazu Kameoka, Li Li, Shota Inoue, Shoji Makino
Semi-blind source separation with multichannel variational autoencoder. CoRR (2018)
Hirokazu Kameoka, Takuya Higuchi, Mikihiro Tanaka, Li Li
Nonnegative Matrix Factorization With Basis Clustering Using Cepstral Distance Regularization. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Shogo Seki, Hirokazu Kameoka, Li Li, Tomoki Toda, Kazuya Takeda
Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation. CoRR (2018)
Li Li, Hirokazu Kameoka, Shoji Makino
Discriminative non-negative matrix factorization with majorization-minimization. HSCMA (2017)
Li Li, Hirokazu Kameoka, Shoji Makino
Mel-Generalized cepstral regularization for discriminative non-negative matrix factorization. MLSP (2017)
Li Li, Hirokazu Kameoka, Tomoki Toda, Shoji Makino
Speech Enhancement Using Non-Negative Spectrogram Models with Mel-Generalized Cepstral Regularization. INTERSPEECH (2017)
Li Li, Hirokazu Kameoka, Takuya Higuchi, Hiroshi Saruwatari
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech. INTERSPEECH (2016)