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toolevalxm/VoiceSynthPro-TestRepo
VoiceSynthPro-TestRepo is a machine learning model from toolevalxm. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
<div align="center" <img src="figures/architecture.png" width="60%" alt="VoiceSynthPro" / </div <hr
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From the Hugging Face model README
VoiceSynthPro is a state-of-the-art text-to-speech model that generates natural-sounding human speech from text input. Built on the FastSpeech2 architecture with enhanced prosody modeling, VoiceSynthPro delivers exceptional audio quality across multiple languages and speaking styles.
<p align="center"> <img width="80%" src="figures/waveform.png"> </p>The model has been trained on over 10,000 hours of high-quality speech data and supports real-time synthesis with minimal latency. Key improvements in this version include better handling of emotional expression and improved pronunciation accuracy for technical terminology.
| Benchmark | Model-A | Model-B | Model-C | VoiceSynthPro | |
|---|---|---|---|---|---|
| Speech Quality | Speech Clarity | 0.720 | 0.735 | 0.741 | 0.775 |
| Pronunciation Accuracy | 0.801 | 0.812 | 0.820 | 0.857 | |
| Prosody Naturalness | 0.756 | 0.768 | 0.775 | 0.856 | |
| Expressiveness | Emotion Conveyance | 0.692 | 0.705 | 0.710 | 0.759 |
| Speaking Rate Control | 0.825 | 0.833 | 0.840 | 0.892 | |
| Pitch Variation | 0.738 | 0.745 | 0.752 | 0.800 | |
| Technical | Realtime Factor | 0.890 | 0.901 | 0.908 | 0.917 |
| Audio Quality (MOS) | 0.765 | 0.778 | 0.785 | 0.869 | |
| Robustness Score | 0.812 | 0.820 | 0.825 | 0.855 |
VoiceSynthPro demonstrates superior performance across speech quality, expressiveness, and technical benchmarks, making it suitable for production deployment.
from voicesynthpro import VoiceSynthPro
model = VoiceSynthPro.from_pretrained("VoiceSynthPro")
audio = model.synthesize("Hello, welcome to VoiceSynthPro!")
audio.save("output.wav")
This model is licensed under the Apache 2.0 License.
For questions, contact us at [email protected].