|
--- |
|
license: apache-2.0 |
|
language: |
|
- en |
|
metrics: |
|
- wer |
|
pipeline_tag: text-to-speech |
|
tags: |
|
- text-to-speech |
|
- audio |
|
--- |
|
|
|
# Model Card for TorToiSe |
|
|
|
<!-- Provide a quick summary of what the model is/does. [Optional] --> |
|
Tortoise is a text-to-speech program built with the following priorities: |
|
|
|
1. Strong multi-voice capabilities. |
|
2. Highly realistic prosody and intonation. |
|
|
|
# Table of Contents |
|
|
|
- [Model Card for TorToiSe](#model-card-for--model_id-) |
|
- [Table of Contents](#table-of-contents) |
|
- [Table of Contents](#table-of-contents-1) |
|
- [Model Details](#model-details) |
|
- [Model Description](#model-description) |
|
- [Uses](#uses) |
|
- [Direct Use](#direct-use) |
|
- [Out-of-Scope Use](#out-of-scope-use) |
|
- [Bias, Risks, and Limitations](#bias-risks-and-limitations) |
|
- [Recommendations](#recommendations) |
|
- [Training Details](#training-details) |
|
- [Training Data](#training-data) |
|
- [Training Procedure](#training-procedure) |
|
- [Preprocessing](#preprocessing) |
|
- [Speeds, Sizes, Times](#speeds-sizes-times) |
|
- [Evaluation](#evaluation) |
|
- [Testing Data, Factors & Metrics](#testing-data-factors--metrics) |
|
- [Testing Data](#testing-data) |
|
- [Factors](#factors) |
|
- [Metrics](#metrics) |
|
- [Results](#results) |
|
- [Model Examination](#model-examination) |
|
- [Environmental Impact](#environmental-impact) |
|
- [Model Architecture and Objective](#model-architecture-and-objective) |
|
- [Compute Infrastructure](#compute-infrastructure) |
|
- [Hardware](#hardware) |
|
- [Software](#software) |
|
- [Citation](#citation) |
|
- [Model Card Contact](#model-card-contact) |
|
- [How to Get Started with the Model](#how-to-get-started-with-the-model) |
|
|
|
|
|
# Model Details |
|
|
|
## Model Description |
|
|
|
<!-- Provide a longer summary of what this model is/does. --> |
|
Tortoise is a text-to-speech program built with the following priorities: |
|
|
|
1. Strong multi-voice capabilities. |
|
2. Highly realistic prosody and intonation. |
|
|
|
|
|
- **Developed by:** James Betker |
|
- **Model type:** Language model |
|
- **Language(s) (NLP):** en |
|
- **License:** apache-2.0 |
|
- **Resources for more information:** |
|
- [GitHub Repo](https://github.com/152334H/tortoise-tts-fast) |
|
|
|
|
|
# Uses |
|
|
|
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
|
|
|
## Direct Use |
|
|
|
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> |
|
<!-- If the user enters content, print that. If not, but they enter a task in the list, use that. If neither, say "more info needed." --> |
|
|
|
|
|
|
|
## Out-of-Scope Use |
|
|
|
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> |
|
<!-- If the user enters content, print that. If not, but they enter a task in the list, use that. If neither, say "more info needed." --> |
|
|
|
|
|
|
|
|
|
# Bias, Risks, and Limitations |
|
|
|
<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
|
|
|
|
|
|
|
## Recommendations |
|
|
|
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
|
|
|
|
|
|
|
# Training Details |
|
|
|
## Training Data |
|
|
|
<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> |
|
|
|
More information on training data needed |
|
|
|
|
|
## Training Procedure |
|
|
|
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. --> |
|
|
|
### Preprocessing |
|
|
|
More information needed |
|
|
|
### Speeds, Sizes, Times |
|
|
|
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. --> |
|
|
|
More information needed |
|
|
|
# Evaluation |
|
|
|
<!-- This section describes the evaluation protocols and provides the results. --> |
|
|
|
## Testing Data, Factors & Metrics |
|
|
|
### Testing Data |
|
|
|
<!-- This should link to a Data Card if possible. --> |
|
|
|
More information needed |
|
|
|
|
|
### Factors |
|
|
|
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. --> |
|
|
|
More information needed |
|
|
|
### Metrics |
|
|
|
<!-- These are the evaluation metrics being used, ideally with a description of why. --> |
|
|
|
More information needed |
|
|
|
## Results |
|
|
|
More information needed |
|
|
|
# Model Examination |
|
|
|
More information needed |
|
|
|
# Environmental Impact |
|
|
|
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly --> |
|
|
|
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). |
|
|
|
- **Hardware Type:** More information needed |
|
- **Hours used:** More information needed |
|
- **Cloud Provider:** More information needed |
|
- **Compute Region:** More information needed |
|
- **Carbon Emitted:** More information needed |
|
|
|
# Technical Specifications [optional] |
|
|
|
## Model Architecture and Objective |
|
|
|
More information needed |
|
|
|
## Compute Infrastructure |
|
|
|
More information needed |
|
|
|
### Hardware |
|
|
|
More information needed |
|
|
|
### Software |
|
|
|
More information needed |
|
|
|
# Citation |
|
|
|
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> |
|
|
|
**BibTeX:** |
|
|
|
Betker, J. (2022). TorToiSe text-to-speech (Version 2.0) [Computer software]. https://github.com/neonbjb/tortoise-tts |
|
|
|
**APA:** |
|
|
|
@software{Betker_TorToiSe_text-to-speech_2022, |
|
author = {Betker, James}, |
|
month = {4}, |
|
title = {{TorToiSe text-to-speech}}, |
|
url = {https://github.com/neonbjb/tortoise-tts}, |
|
version = {2.0}, |
|
year = {2022} |
|
} |
|
|
|
# Glossary [optional] |
|
|
|
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. --> |
|
|
|
More information needed |
|
|
|
# More Information [optional] |
|
|
|
More information needed |
|
|
|
# Model Card Authors [optional] |
|
|
|
<!-- This section provides another layer of transparency and accountability. Whose views is this model card representing? How many voices were included in its construction? Etc. --> |
|
|
|
Gatozu35 |
|
|
|
# Model Card Contact |
|
|
|
Use the discussion tab |
|
|
|
# How to Get Started with the Model |
|
|
|
Use the code below to get started with the model. |
|
|
|
<details> |
|
<summary> Click to expand </summary> |
|
|
|
More information needed |
|
|
|
</details> |
