Elevate Your Communication Skills with Real-time Feedback and Sentiment Analysis
Speech Master is an innovative AI-driven project designed to enhance communication skills and boost confidence in speakers. Whether you're an actor, news anchor, webinar presenter, TED talk speaker, or politician, Speech Master is your personal coach for mastering the art of persuasive and impactful communication.
With real-time feedback, sentiment analysis, and live audio visualization, Speech Master provides a comprehensive toolkit for improving your public speaking abilities.
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Real-time Sentiment Analysis: Understand your emotional state while speaking through a combination of facial expression analysis and audio sentiment analysis.
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Live Audio Visualization: Visualize essential audio features like loudness and pitch in real-time, helping you fine-tune your vocal characteristics.
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Customized Feedback: Receive personalized guidance to align your tone, pacing, and expressions with your message.
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Continuous Improvement: Stay ahead with our commitment to ongoing enhancements, including advanced emotion recognition and more.
To get started with Speech Master clone this repository:
git clone https://github.com/thenaivekid/SpeechMaster.git
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Open Speech Master on your preferred platform.
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Customize your settings based on your goals and preferences.
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Begin practicing your speech, presentation, or performance.
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Observe real-time feedback on your facial expressions, tone of voice, and more.
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Use the live audio visualization to fine-tune your vocal characteristics.
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Continue practicing and refining your skills with the guidance of Speech Master.
Speech Master employs cutting-edge technology, including:
- Real-time facial expression analysis with OpenCV.
- Live audio analysis and feature extraction using PyAudio, wave, and librosa.
- Pretrained models for sentiment analysis and voice emotion detection.
- Integration of Mel-frequency Cepstral Coefficients (MFCC) for live audio visualization.