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Papers
Cross-Linguistic Speaker Individuality of Long-Term Formant Distributions: Phonetic and Forensic Perspectives
Interspeech 2021
Hierarchical VAEs Know What They Don’t Know
ICML 2021
Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make?
Interspeech 2021
System Performance as a Function of Calibration Methods, Sample Size and Sampling Variability in Likelihood Ratio-Based Forensic Voice Comparison
Interspeech 2021
An end-to-end approach for the verification problem: learning the right distance
ICML 2020
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
ICLR 2020
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
AAAI 2020
Neural PLDA Modeling for End-to-End Speaker Verification
Interspeech 2020
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features
NeurIPS 2020
Likelihood Ratios for Out-of-Distribution Detection
NeurIPS 2019
Articulation Rate as a Speaker Discriminant in British English
Interspeech 2018
Nearly second-order optimality of online joint detection and estimation via one-sample update schemes
AISTATS 2018
Total stochastic gradient algorithms and applications in reinforcement learning
NeurIPS 2018
Voice Comparison and Rhythm: Behavioral Differences between Target and Non-target Comparisons
Interspeech 2018
Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison
Interspeech 2017
Mapping Across Feature Spaces in Forensic Voice Comparison: The Contribution of Auditory-Based Voice Quality to (Semi-)Automatic System Testing
Interspeech 2017
Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition
Interspeech 2017
What is the Relevant Population? Considerations for the Computation of Likelihood Ratios in Forensic Voice Comparison
Interspeech 2017
Evidence Evaluation: a Study of Likelihoods and Independence
PGM 2016
Likelihood Ratio Calculation in Acoustic-Phonetic Forensic Voice Comparison: Comparison of Three Statistical Modelling Approaches
Interspeech 2016
Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events
ICML 2013
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models
JMLR 2013
On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient
NeurIPS 2010
Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
ACML 2010
Learning Visual Attributes
NeurIPS 2007