Speech Data Collection Portal is a platform used by the Linguistic Data Consortium for Indian Languages to gather speech data from users. The portal enables structured collection of spoken language samples for research and development in linguistics, natural language processing, and speech recognition technologies. It plays a crucial role in building linguistic resources for the analysis and development of Indian languages.