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Papers
Optimal Estimator for Unlabeled Linear Regression
ICML 2020
Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds
NeurIPS 2020
Polishing the Classical Likelihood Ratio Test by Supervised Learning for Voice Activity Detection
Interspeech 2020
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success
JMLR 2020
The All-or-Nothing Phenomenon in Sparse Tensor PCA
NeurIPS 2020
Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data
JMLR 2020
A Powerful Global Test Statistic for Functional Statistical Inference
AAAI 2019
“Computer, Test My Hearing”: Accurate Speech Audiometry with Smart Speakers
Interspeech 2019
Effects of Natural Variability in Cross-Modal Temporal Correlations on Audiovisual Speech Recognition Benefit
Interspeech 2019
Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models
NeurIPS 2019
Interplay of minimax estimation and minimax support recovery under sparsity
ALT 2019
Listener Preference on the Local Criterion for Ideal Binary-Masked Speech
Interspeech 2019
Noise Adaptive Speech Enhancement Using Domain Adversarial Training
Interspeech 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement
Interspeech 2019
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
ICML 2019
Photon-Flooded Single-Photon 3D Cameras
CVPR 2019
Seeing Motion in the Dark
ICCV 2019
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
CVPR 2019
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement
Interspeech 2019
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition
Interspeech 2019
Using Pupil Dilation to Measure Cognitive Load When Listening to Text-to-Speech in Quiet and in Noise
Interspeech 2019
Detection of Glottal Closure Instants in Degraded Speech Using Single Frequency Filtering Analysis
Interspeech 2018
Global SNR Estimation of Speech Signals Using Entropy and Uncertainty Estimates from Dropout Networks
Interspeech 2018
Hidden Integrality of SDP Relaxations for Sub-Gaussian Mixture Models
COLT 2018
Impact of Different Speech Types on Listening Effort
Interspeech 2018