Hottest Audio Classification models (Subcategory)

Top Hottest 14 Models for Audio Classification · 5/10/2025

Audio classification is a subcategory of AI models that focuses on identifying and categorizing audio signals into predefined classes. Key features include the use of spectrograms, mel-frequency cepstral coefficients, and deep learning architectures such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Common applications include music genre classification, speech recognition, and acoustic event detection. Notable advancements include the development of models that can classify audio in real-time, such as Google's AudioSet, and the use of transfer learning to improve performance on smaller datasets. These models have improved significantly in recent years, achieving state-of-the-art results in various audio classification tasks.