4 citations · 10 across the 4 of their papers we have counts for
3 papers · 1 filter
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…
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…