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Speecht5 Fine Tune En
An English speech synthesis (TTS) model fine-tuned based on Microsoft's SpeechT5, specializing in voice generation for technical domain texts
Downloads 16
Release Time : 10/13/2024
Model Overview
This model is a fine-tuned version of microsoft/speecht5_tts on the TTS_English_Technical_data dataset, designed for generating speech from technical English texts
Model Features
Technical Domain Optimization
Specially optimized for technical domain texts, capable of better handling professional terms and technical vocabulary
Efficient Training
Utilizes gradient accumulation and mixed-precision training techniques to improve training efficiency
Stable Convergence
Loss values steadily decreased during training, with a final validation loss of 0.4473
Model Capabilities
English Text-to-Speech
Technical Domain Speech Synthesis
High-quality Voice Generation
Use Cases
Educational Technology
Technical Document Reading
Convert technical documents and tutorials into speech for easier learning
Produces clear and natural voice output
Accessibility
Assistance for Visually Impaired
Read technical documents and web content for visually impaired users
Provides correct pronunciation of professional terms
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