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@article{175815,
        author = {Srinivas M and V Hrishikesh Kumar and Roopashree C S},
        title = {Real Time Image Animation with Voice Integration},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {3987-3990},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175815},
        abstract = {An AI-powered multimedia tool called Anima Talk Creator synchronizes cartoon-style visuals with altered speech inputs to create animated, talking avatars from static images. The system combines audio processing to perform pitch and tempo adjustments for an entertaining, captivating voice effect, and it uses computer vision algorithms to turn regular photographs into colorful cartoon representations. 
Users can upload an image and an audio clip using an easy-touse interface, and the data is processed in real time to create a talking animation. OpenCV filters and color quantization are used for the cartoonization, while the Pydub library is used for the voice modulation in order to simulate a "Talking Tom"-style voice. A dynamic, interesting output that combines visual and aural aspects is the end result. 
This study offers useful applications in digital storytelling, content production, and education by examining the nexus of voice synthesis, picture processing, and user interface development. Deep learning-based lip-sync creation and release as a web/mobile application for wider accessibility are potential future improvements.},
        keywords = {Processing Images in Real Time Animation of the Face, Integration of Voice, Animation using Lip Sync, Deep Learning, Vision in Computers, Processing Speech, Visual-Audio Harmonization,},
        month = {April},
        }