SInES Tools: Gender/Speech Emotion Estimator
(AI based voice analysis with transformers.js, Speech-Emotion-Classification (ONNX), and wav2vec2-gender-recognition)

 

1. Click on " Start" to reset all values on default and wait for the AI Models to load entirely.
2. Upload one or multiple mp3 or wav audio file(s) of a speaking person.
3. optional: If you have uploaded multiple audio files to analyze them in a batch:
   Additionally, export a table for each file containing all individual values over time as a .zip file
4. Click on " Analyse" to start the detection process (Browser may pause slightly).
5. optional (Single-File only): View the emotional content of the speech in the plot.
6. Click on "Show JS Arrays" or "Export CSV", to show the recorded data as Javascript arrays or to export them as a CSV/Excel file.

Loading AI Models... Please wait.

Gender/Speech Emotion Estimator © 2026 by Christoph Reuter and SInES (last modified: 24.6.2026) is released under MIT License
Translation of the Chinese version of the website: Li Hao
How to cite: Reuter, C. (2026). SInES Tools: Gender/Speech Emotion Estimator. Web Application https://sinestools.univie.ac.at/emotion_gender_detection.htm