Search Results for author: Samarjit Karmakar

Found 5 papers, 0 papers with code

Leveraging Latent Representations of Speech for Indian Language Identification

no code implementations ICON 2020 Samarjit Karmakar, P Radha Krishna

Identification of the language spoken from speech utterances is an interesting task because of the diversity associated with different languages and human voices.

Feature Engineering Language Identification +1

Autoencoder Based Architecture For Fast & Real Time Audio Style Transfer

no code implementations18 Dec 2018 Dhruv Ramani, Samarjit Karmakar, Anirban Panda, Asad Ahmed, Pratham Tangri

Recently, there has been great interest in the field of audio style transfer, where a stylized audio is generated by imposing the style of a reference audio on the content of a target audio.

Style Transfer

MSCE: An edge preserving robust loss function for improving super-resolution algorithms

no code implementations25 Aug 2018 Ram Krishna Pandey, Nabagata Saha, Samarjit Karmakar, A. G. Ramakrishnan

With the recent advancement in the deep learning technologies such as CNNs and GANs, there is significant improvement in the quality of the images reconstructed by deep learning based super-resolution (SR) techniques.

SSIM Super-Resolution

Computationally Efficient Approaches for Image Style Transfer

no code implementations16 Jul 2018 Ram Krishna Pandey, Samarjit Karmakar, A. G. Ramakrishnan

In this work, we have investigated various style transfer approaches and (i) examined how the stylized reconstruction changes with the change of loss function and (ii) provided a computationally efficient solution for the same.

Style Transfer

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