Speech Technology

3D Convolutional Neural Networks for Speaker Verification

Deep Learning, NumPy, Scikit-Learn, Speech Technology, TensorFlow / By Sina Torfi

In this work, a novel method using 3D Convolutional Neural Network (3D-CNN) architecture has been proposed for speaker verification in the text-independent setting. One of the main challenges is the creation of the speaker models. …

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3D Convolutional Neural Networks for Audio-Visual Recognition

Computer Vision, NumPy, Scikit-Learn, Speech Technology, TensorFlow / By Sina Torfi

The essential problem is to find the correspondence between the audio and visual streams, which is the goal of this work. We proposed the utilization of a coupled 3D Convolutional Neural Network (CNN) architecture that …

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3D Convolutional Neural Networks for Speaker Verification

3D Convolutional Neural Networks for Audio-Visual Recognition

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