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Model Benchmarking
TTSDS Benchmark and Leaderboard

TTSDS Benchmark and Leaderboard

Text-To-Speech (TTS) Evaluation using objective metrics.

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What is TTSDS Benchmark and Leaderboard ?

The TTSDS Benchmark and Leaderboard is a comprehensive evaluation framework designed for Text-To-Speech (TTS) models. It provides a robust platform to assess and compare the performance of different TTS systems using objective metrics. The leaderboard serves as a centralized resource to track advancements in TTS technology and foster innovation in the field.

Features

• Support for Multiple TTS Models: Evaluate and compare various TTS models in a unified framework. • Objective Metrics: Leverage established metrics such as Mean Opinion Score (MOS), Mel-Cepstral Distortion (MCD), and Word Error Rate (WER) to assess model performance. • Automated Benchmarking: Streamline the evaluation process with automated tools for efficient and consistent testing. • Customizable Datasets: Use predefined or custom datasets to tailor evaluations to specific use cases. • Comprehensive Reports: Generate detailed reports with insights into model strengths, weaknesses, and areas for improvement. • Leaderboard Updates: Regularly updated leaderboards to reflect the latest advancements in TTS technology.

How to use TTSDS Benchmark and Leaderboard ?

  1. Prepare Your TTS Model: Ensure your model is compatible with the benchmarking framework and meets the submission requirements.
  2. Select Evaluation Metrics: Choose from a variety of objective metrics to assess your model's performance.
  3. Choose a Dataset: Pick a predefined dataset or upload your own to conduct evaluations.
  4. Run the Benchmark: Execute the benchmarking process to generate evaluation results.
  5. Generate Leaderboard: Compare your model's performance with others on the leaderboard.
  6. Analyze Results: Use the detailed reports to refine your model and improve its performance.

Frequently Asked Questions

What models are supported by TTSDS Benchmark and Leaderboard?
TTSDS Benchmark and Leaderboard supports a wide range of TTS models, including both open-source and commercial systems. Check the documentation for the full list of supported models.

Do I need to use only objective metrics for evaluation?
While TTSDS Benchmark and Leaderboard primarily focuses on objective metrics, you can also incorporate subjective evaluations for a more comprehensive assessment.

How do I access the TTSDS Leaderboard?
Access the TTSDS Leaderboard through the official website or platform. Registration may be required to submit your model for evaluation and view detailed results.

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