Designing and Developing a Marathi Speech Database for Native and Non-Native Emotional Speech in the Marathi Language
Bharati D. Borade, Ratnadeep R. Deshmukh, Santosh K. Maher, Swapnil D. Waghmare · 2023
This research paper explores emotional speech recognition’s applications in areas like assistive technology and human-computer interaction. Our focus is on developing Marathi vocabulary speech recognition systems using native and non-native audio datasets, considering mono/stereo channels and employing denoising. We engaged 24 speakers to mimic emotions in Marathi speech, recording happiness, sadness, and anger categories. The study details database construction, emphasizing design and development processes. This work contributes to understanding emotion-driven technology, offering insights into linguistics and enhancing human-computer interaction across various domains.