Hottest Audio Signal Processing models (Subcategory)

Top Hottest 14 Models for Audio Signal Processing · 5/10/2025

Audio Signal Processing is a subcategory of AI models that focuses on analyzing, manipulating, and generating audio signals. Key features include noise reduction, echo cancellation, and speech recognition. Common applications include voice assistants, music information retrieval, and audio forensics. Notable advancements include the development of deep learning-based architectures such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs) that have significantly improved speech recognition accuracy and enabled real-time audio processing. Additionally, techniques like source separation and audio generation have been explored using generative adversarial networks (GANs) and variational autoencoders (VAEs).