Audiogeneration
Audiogeneration refers to the automatic creation of audio content by computational systems. It covers speech synthesis, music generation, and the production of environmental or synthetic sound effects through algorithms and machine learning models. The field draws on signal processing, acoustic theory, and data-driven modeling to produce audio that ranges from highly natural speech to stylized sound textures.
Techniques used in audiogeneration include neural text-to-speech systems that convert written text into spoken forms, often
Applications include accessibility technologies like screen readers and personalized speech for virtual assistants; media production for
Challenges include achieving natural prosody and timing, reducing artifacts, and ensuring controllability and repeatability. Data availability,