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Zlm B64 Le4 S8000
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Zlm B64 Le4 S8000

Developed by mikhail-panzo
This model is a fine-tuned speech synthesis (TTS) model based on microsoft/speecht5_tts, primarily used for text-to-speech conversion tasks.
Speech Synthesis
Transformers
Open Source License:MIT#Speech Synthesis#TTS Fine-tuning#Low Loss Value
Downloads 24
Release Time : 4/28/2024

Model Overview

A text-to-speech model based on the SpeechT5 architecture, capable of converting input text into natural speech output.

Model Features

Efficient Fine-tuning
Fine-tuned based on the pre-trained SpeechT5 model, achieving good results with relatively few training steps (8,000 steps).
Stable Training
The loss value steadily decreased during training, with a final validation loss of 0.3177.
Optimized Configuration
Uses the Adam optimizer and linear learning rate scheduler, combined with gradient accumulation for efficient training.

Model Capabilities

Text-to-Speech Conversion
Speech Synthesis

Use Cases

Voice Interaction
Voice Assistants
Provides natural speech output capabilities for smart assistants.
Audiobooks
Automatically converts text content into speech.
Assistive Technology
Visual Impairment Assistance
Provides text-to-speech functionality for visually impaired users.
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