4 citations · 10 across the 4 of their papers we have counts for
6 papers
Enhancing Music Genre Classification through Multi-Algorithm Analysis and User-Friendly Visualization
Navin Kamuni, Dheerendra Panwar
The aim of this study is to teach an algorithm how to recognize different types of music. Users will submit songs for analysis. Since the algorithm hasn't heard these songs before,…
A Novel Audio Representation for Music Genre Identification in MIR
Navin Kamuni, Mayank Jindal, Arpita Soni +2
For Music Information Retrieval downstream tasks, the most common audio representation is time-frequency-based, such as Mel spectrograms. In order to identify musical genres, this…
Unveiling the Impact of Macroeconomic Policies: A Double Machine Learning Approach to Analyzing Interest Rate Effects on Financial Markets
Anoop Kumar, Suresh Dodda, Navin Kamuni +1
This study examines the effects of macroeconomic policies on financial markets using a novel approach that combines Machine Learning (ML) techniques and causal inference. It focuse…
The Emotional Impact of Game Duration: A Framework for Understanding Player Emotions in Extended Gameplay Sessions
Anoop Kumar, Suresh Dodda, Navin Kamuni +1
Video games have played a crucial role in entertainment since their development in the 1970s, becoming even more prominent during the lockdown period when people were looking for w…
Advancing Audio Fingerprinting Accuracy Addressing Background Noise and Distortion Challenges
Navin Kamuni, Sathishkumar Chintala, Naveen Kunchakuri +2
Audio fingerprinting, exemplified by pioneers like Shazam, has transformed digital audio recognition. However, existing systems struggle with accuracy in challenging conditions, li…
Enhancing End-to-End Multi-Task Dialogue Systems: A Study on Intrinsic Motivation Reinforcement Learning Algorithms for Improved Training and Adaptability
Navin Kamuni, Hardik Shah, Sathishkumar Chintala +2
End-to-end multi-task dialogue systems are usually designed with separate modules for the dialogue pipeline. Among these, the policy module is essential for deciding what to do in…