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Editorial Process - Peer Reviewed

Emotion Analysis Using Speech

    Authors

    • Krupashree M M 1
    • Naseeba Begum 1
    • Nayana Priya 2
    • Nithya S 1
    • Rashmi Motkur 3

    1 Department of Computer Science Engineering, Dayananda Sagar University, Bangalore, India

    2 Assistant Professor, Department of Computer Science Engineering, Dayananda Sagar University, Bangalore, India

    3 Professor, Department of Computer Science Engineering, Dayananda Sagar University, Bangalore, India

,

Document Type : Research Article

10.47392/irjash.2023.S023
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Abstract

The main goal of our project is to identify the emotions a speaker evokes when speaking. For example, utterances uttered in states of fear, surprise, excite- ment, anger, or joy are loud and fast and have a large and wide pitch range, whereas utterances uttered in states of depression or fatigue are slow and deep. This is us We use deep learning techniques to build models that can identify human emotions through the analysis of speech and language patterns. The main reason for choosing this project is that speech sentiment analysis has become one of the largest commercialization strategies in which client moods and dispositions play a large role. Therefore, there is an increased demand for products or companies to recognize an individual’s emotions and recommend appropriate products or assist him accordingly. It can also be used to monitor status. More recently, speech recognition and analysis have also been applied to medicine and forensics.

Keywords

  • deep learning
  • CNN
  • LSTM
  • MFCCS
  • mel-Spectrograms
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International Research Journal on Advanced Science Hub
Volume 5, Issue 05S - Issue Serial Number 5
May 2023
Page 178-184
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History
  • Receive Date: 28 February 2023
  • Revise Date: 09 March 2023
  • Accept Date: 16 March 2023
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  • Article View: 208
  • PDF Download: 77

APA

M M, K. , Begum, N. , Priya, N. , S, N. and Motkur, R. (2023). Emotion Analysis Using Speech. International Research Journal on Advanced Science Hub, 5(Issue 05S), 178-184. doi: 10.47392/irjash.2023.S023

MLA

M M, K. , , Begum, N. , , Priya, N. , , S, N. , and Motkur, R. . "Emotion Analysis Using Speech", International Research Journal on Advanced Science Hub, 5, Issue 05S, 2023, 178-184. doi: 10.47392/irjash.2023.S023

HARVARD

M M, K., Begum, N., Priya, N., S, N., Motkur, R. (2023). 'Emotion Analysis Using Speech', International Research Journal on Advanced Science Hub, 5(Issue 05S), pp. 178-184. doi: 10.47392/irjash.2023.S023

CHICAGO

K. M M , N. Begum , N. Priya , N. S and R. Motkur, "Emotion Analysis Using Speech," International Research Journal on Advanced Science Hub, 5 Issue 05S (2023): 178-184, doi: 10.47392/irjash.2023.S023

VANCOUVER

M M, K., Begum, N., Priya, N., S, N., Motkur, R. Emotion Analysis Using Speech. International Research Journal on Advanced Science Hub, 2023; 5(Issue 05S): 178-184. doi: 10.47392/irjash.2023.S023

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