Open-source Model of Speecht5_tts_urdu - Urdu Text-to-Speech, Supports Romanized Input

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Speecht5 Tts Urdu

Developed by hisanusman

A Urdu text-to-speech model fine-tuned on Microsoft's SpeechT5 architecture, supporting Romanized input

Speech Synthesis

Transformers

OtherOpen Source License:MIT #Urdu TTS #Romanization to Speech #Low-resource Optimization

Downloads 15

Release Time : 5/10/2024

Model Overview

This model is a text-to-speech (TTS) model fine-tuned on Urdu datasets based on microsoft/speecht5_tts, capable of converting Romanized Urdu text into natural speech

Model Features

Urdu Speech Synthesis

Speech synthesis capability specifically optimized for Urdu, supporting Romanized input

Based on SpeechT5 Architecture

Utilizes Microsoft's advanced SpeechT5 architecture to deliver high-quality speech synthesis

Lightweight Fine-tuning

Domain-adaptive fine-tuning on pre-trained models to balance performance and efficiency

Model Capabilities

Urdu text-to-speech

Romanized input processing

Speech synthesis

Use Cases

Educational Technology

Urdu Learning Aid

Provides pronunciation reference for Urdu learners

Assistive Technology

Visual Impairment Assistance

Converts Urdu text into speech output

Training Loss	Epoch	Step	Validation Loss
0.5759	2.5063	1000	0.5052
0.5352	5.0125	2000	0.4835
0.5291	7.5188	3000	0.4772
0.5209	10.0251	4000	0.4737

Property	Details
Model Type	Fine - tuned version of microsoft/speecht5_tts
Training Data	IbexAI/urdu - audiodataset

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Speecht5 Tts Urdu

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 SpeechT5 TTS Urdu (Roman)

🚀 Quick Start

📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License