Image and Speech Processing in Artificial Intelligence (AI) is a field that focuses on the development of algorithms and technologies to understand, analyze, and manipulate visual images and audio signals. This includes:
Image Processing:
- Image processing in AI involves analyzing and manipulating digital images to improve their quality or extract useful information.
- Techniques include image enhancement, segmentation, object detection, recognition, and classification.
- Applications include medical imaging, surveillance, autonomous vehicles, facial recognition, and image-based search engines.
Speech Processing:
- Speech processing in AI involves analyzing and interpreting spoken language.
- Techniques include speech recognition (converting speech to text), speech synthesis (generating speech from text), speaker identification, and emotion recognition.
- Applications include virtual assistants, dictation systems, voice-controlled devices, and speech-to-text transcription services.
Both fields leverage various AI techniques such as machine learning, deep learning, and natural language processing to achieve their objectives and are fundamental in enabling AI systems to interact with and understand human-centric data modalities.