A Primer on Deep Learning Architectures and Applications in Speech Processing

Deep Learning for Biometrics

(2018) Kalaivani Sundararajan et al.   ACM COMPUTING SURVEYS

Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

(2017) Yu-Hsin Chen et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

(2017) Emre Cakir et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Recent Developments in Speech Enhancement in the Short-Time Fourier Transform Domain

(2016) Mahdi Parchami et al.   IEEE Circuits and Systems Magazine

Blind Signal-to-Noise Ratio Estimation of Speech Based on Vector Quantizer Classifiers and Decision Level Fusion

(2016) Russell Ondusko et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Very Deep Convolutional Neural Networks for Noise Robust Speech Recognition

(2016) Yanmin Qian et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

(2015) Yong Xu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

A Symmetric Kernel Partial Least Squares Framework for Speaker Recognition

(2013) B. V. Srinivasan et al.   IEEE Transactions on Audio Speech and Language Processing

Usable Speech Processing: A Filterless Approach in the Presence of Interference

(2011) Brett Smolenski et al.   IEEE Circuits and Systems Magazine

An Overview of Statistical Pattern Recognition Techniques for Speaker Verification

(2011) Amin Fazel et al.   IEEE Circuits and Systems Magazine

An Overview of Speaker Identification: Accuracy and Robustness Issues

(2011) Roberto Togneri et al.   IEEE Circuits and Systems Magazine

Noise-Robust Speaker Recognition Combining Missing Data Techniques and Universal Background Modeling

(2011) Tobias May et al.   IEEE Transactions on Audio Speech and Language Processing

Robust Speaker Recognition Using Denoised Vocal Source and Vocal Tract Features

(2010) Ning Wang et al.   IEEE Transactions on Audio Speech and Language Processing

Robust Voice Activity Detection Using Long-Term Signal Variability

(2010) Prasanta Kumar Ghosh et al.   IEEE Transactions on Audio Speech and Language Processing

Front-End Factor Analysis for Speaker Verification

(2010) Najim Dehak et al.   IEEE Transactions on Audio Speech and Language Processing

Survey on speech emotion recognition: Features, classification schemes, and databases

(2010) Moataz El Ayadi et al.   PATTERN RECOGNITION

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

(2009) Tomi Kinnunen et al.   SPEECH COMMUNICATION