7th International Conference on Signal Processing and Machine Learning (SIGML 2026) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Signal Processing and Machine Learning. The aim of the conference is to provide a platform to the researchers and practitioners from both academia as well as industry to meet and share cutting-edge development in the field. Authors are solicited to contribute to the conference by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the following areas, but are not limited to.