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Papers
Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data
NeurIPS 2021
Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting
AAAI 2021
Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction
ICML 2021
Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis
JMLR 2021
Perception of Social Speaker Characteristics in Synthetic Speech
Interspeech 2021
Scalable Bayesian GPFA with automatic relevance determination and discrete noise models
NeurIPS 2021
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
Generalized probabilistic principal component analysis of correlated data
JMLR 2020
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings
NeurIPS 2020
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data
NeurIPS 2020
Multilingual Factor Analysis
ACL 2019
Random Function Priors for Correlation Modeling
ICML 2019
Speaker Adaptation for Lip-Reading Using Visual Identity Vectors
Interspeech 2019
Cross-lingual Speech Emotion Recognition through Factor Analysis
Interspeech 2018
Factor Analysis on a Graph
AISTATS 2018
Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words
ACL 2018
Supervised I-vector Modeling - Theory and Applications
Interspeech 2018
Certifiably Optimal Low Rank Factor Analysis
JMLR 2017
Cross-Spectral Factor Analysis
NeurIPS 2017
Test-Retest Repeatability of Articulatory Strategies Using Real-Time Magnetic Resonance Imaging
Interspeech 2017
Towards Speaker Characterization: Identifying and Predicting Dimensions of Person Attribution
Interspeech 2017
VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model
Interspeech 2017
Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction
Interspeech 2016
Factor Analysis Based Speaker Verification Using ASR
Interspeech 2016
Infinite Factorial Dynamical Model
NeurIPS 2015