SpeechMaster

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  speechmaster

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Imagine stepping in front of your reflection, ready to present your ideas. But this time, your mirror is not just reflecting your image – it's reflecting your confidence. It's measuring your emotions, capturing your expressions, and gauging your audience engagement. It shows real-time graphs of confidence and emotions in your voice and expressions and offers feedback to perfect your presentation. Helping you provide with invaluable feedback on your tone, pacing, and expressions. It's your wingman on the path to becoming a captivating speaker.

Whether you're a student preparing for a class presentation, a professional looking to ace that big pitch, or someone who simply wants to make their voice heard, Speech Master is your secret weapon.

Here's why you should get excited:

• Our AI-driven technology is at the forefront of speech analysis, adapting to your unique needs.
• It's not just about conquering anxiety; it's about becoming a persuasive communicator who can inspire and inform.
• You won't just hear about the progress; you'll see it, in real-time, on our user-friendly interface.
• Your data privacy is our priority; your information is treated with the utmost care and protection.

Technical Aspects

Speech Master goes beyond traditional sentiment analysis by employing real-time sentiment analysis, combining audio and visual inputs to provide a holistic understanding of the speaker's emotional state. Using a live camera feed and the cutting-edge Video Stream library, we analyze facial expressions frame by frame with OpenCV, detecting Regions of Interest (ROI) and optimizing our analysis for precision. Simultaneously, we capture live audio, segment it into manageable clips, and feed these clips into a pre-trained model for Voice Emotion Detection. Using MFCC, we extract essential audio features like loudness and pitch in real time. This data is then transformed into visually engaging live graphs that users can see while practicing. These live graphs offer immediate and dynamic feedback on their vocal characteristics, helping users fine-tune their tone, pitch, and volume as they speak. It's like having a personalized vocal coach at your side, providing instant guidance and helping users visualize their progress.

But what sets us apart is the synergy between these modalities. By combining the results of our facial expression analysis and audio sentiment analysis, we achieve a comprehensive understanding of the speaker's emotions.

Visions for Future

• live recommendation for better speech in real time
• fine tune all the pretrained models for this specific problem
• save the speech video with analysis for future review
• real time transcription(captioning) to find out how clearly you are speaking
• analysis of body movement, gestures, eye contact, etc.
• available for different languages
• plug in for online conference apps like zoom for analyzing your speech in real time during online meetings
• help from domain experts and researchers to correlate sentiment analysis with confidence, charisma and power

Conclusion

From actors seeking to convey the deepest of emotions to news anchors delivering critical stories, from TED talkers inspiring change to politicians forging connections with constituents, Speech Master is the guiding light, the mentor, and the confidant, helping individuals refine their communication skills and touch the souls of their audience. In a world where every word matters, let Speech Master be your companion on your journey to becoming a masterful communicator. Together, let's elevate voices, connect hearts, and build a brighter, more empathetic, and understanding world.

Thank you.

Built With

• librosa
• mfcc
• opencv
• pyaudio
• python
• pytorch
• wave