Elliot Singer

A systematic study of the class imbalance problem in convolutional neural networks

Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes

An overview of text-independent speaker recognition: From features to supervectors

Recent applications of big data analytics in railway transportation systems: A survey

Support vector machines in remote sensing: A review

The expectation-maximization algorithm

Automatic speaker age and gender recognition using acoustic and prosodic level information fusion

Bidirectional recurrent neural networks

A survey on ensemble learning

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

Neural Network Classifiers Estimate Bayesian a posteriori Probabilities

GMM-SVM Kernel With a Bhattacharyya-Based Distance for Speaker Recognition

A survey of hybrid ANN/HMM models for automatic speech recognition

A review of depression and suicide risk assessment using speech analysis

Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer

A deep learning approach for detecting traffic accidents from social media data

Sparse Classifier Fusion for Speaker Verification

Support Vector Data Description

Maximum likelihood noise cancellation using the EM algorithm

Improved Hidden Markov Model Speech Recognition Using Radial Basis Function Networks

A new application of adaptive noise cancellation

Support vector machines for speaker and language recognition

Hybrid neural-network/HMM approaches to wordspotting