Search Results for author: Arnab Das

Found 6 papers, 3 papers with code

PI-RADS v2 Compliant Automated Segmentation of Prostate Zones Using co-training Motivated Multi-task Dual-Path CNN

no code implementations22 Sep 2023 Arnab Das, Suhita Ghosh, Sebastian Stober

Further, the representations from different branches act complementary to each other at the second stage of training, where they are fine-tuned through an unsupervised loss.

Lesion Detection Multi-Task Learning +1

StarGAN-VC++: Towards Emotion Preserving Voice Conversion Using Deep Embeddings

1 code implementation14 Sep 2023 Arnab Das, Suhita Ghosh, Tim Polzehl, Sebastian Stober

In this paper, we show that StarGANv2-VC fails to disentangle the speaker and emotion representations, pertinent to preserve emotion.

Generative Adversarial Network Voice Conversion

Emo-StarGAN: A Semi-Supervised Any-to-Many Non-Parallel Emotion-Preserving Voice Conversion

1 code implementation14 Sep 2023 Suhita Ghosh, Arnab Das, Yamini Sinha, Ingo Siegert, Tim Polzehl, Sebastian Stober

Speech anonymisation prevents misuse of spoken data by removing any personal identifier while preserving at least linguistic content.

Voice Conversion

TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models

1 code implementation16 Oct 2021 Soumick Chatterjee, Arnab Das, Chirag Mandal, Budhaditya Mukhopadhyay, Manish Vipinraj, Aniruddh Shukla, Rajatha Nagaraja Rao, Chompunuch Sarasaen, Oliver Speck, Andreas Nürnberger

Moreover, this research presents a unified framework, TorchEsegeta, for applying various interpretability and explainability techniques for deep learning models and generate visual interpretations and explanations for clinicians to corroborate their clinical findings.

Dynamical Freezing and Scar Points in Strongly Driven Floquet Matter: Resonance vs Emergent Conservation Laws

no code implementations9 Sep 2019 Asmi Haldar, Diptiman Sen, Roderich Moessner, Arnab Das

We consider a clean quantum system subject to strong periodic driving.

Other Condensed Matter Statistical Mechanics Quantum Physics

Quantum Annealing and Analog Quantum Computation

no code implementations15 Jan 2008 Arnab Das, Bikas K. Chakrabarti

We review here the recent success in quantum annealing, i. e., optimization of the cost or energy functions of complex systems utilizing quantum fluctuations.

Quantum Physics Statistical Mechanics Computational Physics

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