Výsledky vyhledávání - "Dhar, Sandipan"

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Differential Evolution Algorithm based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command Recognition

Autor: Dhar, Sandipan, Sen, Anuvab, Bandyopadhyay, Aritra, Jana, Nanda Dulal, Ghosh, Arjun, Sarayloo, Zahra

Publikováno v: Proceedings of the 15th International Joint Conference on Computational Intelligence (2023)

Speech Command Recognition (SCR), which deals with identification of short uttered speech commands, is crucial for various applications, including IoT devices and assistive technology. Despite the promise shown by Convolutional Neural Networks (CNNs)

Externí odkaz: http://arxiv.org/abs/2310.08914

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Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting

Autor: Sen, Anuvab, Mazumder, Arul Rhik, Dutta, Dibyarup, Sen, Udayon, Syam, Pathikrit, Dhar, Sandipan

Publikováno v: Proceedings of the 15th International Joint Conference on Computational Intelligence (2023)

Weather forecasting plays a vital role in numerous sectors, but accurately capturing the complex dynamics of weather systems remains a challenge for traditional statistical models. Apart from Auto Regressive time forecasting models like ARIMA, deep l

Externí odkaz: http://arxiv.org/abs/2309.02600

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An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion

Autor: Dhar, Sandipan, Jana, Nanda Dulal, Das, Swagatam

Voice Conversion (VC) emerged as a significant domain of research in the field of speech synthesis in recent years due to its emerging application in voice-assisting technology, automated movie dubbing, and speech-to-singing conversion to name a few.

Externí odkaz: http://arxiv.org/abs/2104.12159

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