Mood Enhancing Music Player Based on Speech Emotion Recognition and Text Emotion Recognition

Shrikala Madhav Deshmukh
2020 International Journal of Emerging Trends in Engineering Research  
Music plays a vital role in uplifting mood. A system for "Mood enhancing music player based on speech emotion recognition and text emotion recognition" is proposed in this work. Emotions indicating the mood of a person are derived from speech as well as text input gathered from the person. Speech input is converted to text using speech recognition and Support vector machine (SVM) algorithm is used to find emotion behind speech. Text input is processed using Natural language processing (NLP) and
more » ... Support vector machine (SVM) algorithm for analyzing emotions in the text. Play list is generated based on a unique mapping from the emotions derived from speech and text inputs to the songs that uplift the mood. A database of songs in Hindi has been prepared for the system and results preliminary experimentation is discussed.
doi:10.30534/ijeter/2020/90862020 fatcat:rnzvv5x2rfdyfkbj3qtkoaq4fy