Search Results for author: Varun Srivastava

Found 4 papers, 3 papers with code

Matrix Compression via Randomized Low Rank and Low Precision Factorization

1 code implementation NeurIPS 2023 Rajarshi Saha, Varun Srivastava, Mert Pilanci

We propose an algorithm that exploits this structure to obtain a low rank decomposition of any matrix $\mathbf{A}$ as $\mathbf{A} \approx \mathbf{L}\mathbf{R}$, where $\mathbf{L}$ and $\mathbf{R}$ are the low rank factors.

Image Compression Quantization

Adversarial Approximate Inference for Speech to Electroglottograph Conversion

1 code implementation28 Mar 2019 Prathosh A. P., Varun Srivastava, Mayank Mishra

A popular alternative is to indirectly obtain the source information through the Electroglottographic (EGG) signal that measures the electrical admittance around the vocal folds using dedicated hardware.

Mode matching in GANs through latent space learning and inversion

no code implementations8 Nov 2018 Deepak Mishra, Prathosh A. P., Aravind Jayendran, Varun Srivastava, Santanu Chaudhury

Generative adversarial networks (GANs) have shown remarkable success in generation of unstructured data, such as, natural images.

Attribute

Detection of Glottal Closure Instants using Deep Dilated Convolutional Neural Networks

1 code implementation26 Apr 2018 Prathosh A. P., Mohit Goyal, Varun Srivastava

Most of the existing approaches for GCI detection adopt a two-stage approach - (i) Transformation of speech signal into a representative signal where GCIs are localized better, (ii) extraction of GCIs using the representative signal obtained in first stage.

Sound Audio and Speech Processing

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