Model Card for Model ID
I use LjSpeech dataset for negatif data and my voice record with handphone for positif data.
Model Details
Model Description
- Developed by: Me
- Funded by [optional]: Me through many experiment based on the paper "X-vectors: Robust DNN Embeddings for Speaker Recognition"
- Shared by [optional]: Me
- Model type: Deep learning
- Language(s) (NLP): Python
- License: -
- Finetuned from model [optional]: Not fine tuned, train from scratch
Model Sources [optional]
- Repository: https://github.com/Muhamadridhoalisya/Speech-Verification.git
- Paper [optional]: "X-vectors: Robust DNN Embeddings for Speaker Recognition"
- Demo [optional]: -
Uses
Just collect datasets and train!
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Bias, Risks, and Limitations
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Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
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Training Details
Training Data
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Training Procedure
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Evaluation
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Summary
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Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
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Technical Specifications [optional]
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