Tacotron-2 VS MimicMania

Compare Tacotron-2 vs MimicMania and see what are their differences.

Tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation (by Rayhane-mamah)

MimicMania

MimicMania is a web application that allows you to generate speech and clone voices using text-to-speech technology. With MimicMania, you can create custom voices in a variety of languages and use them for a range of applications, from voiceovers to chatbots. (by everydaycodings)
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Tacotron-2 MimicMania
1 8
2,235 58
- -
0.0 4.2
10 months ago about 1 year ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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Tacotron-2

Posts with mentions or reviews of Tacotron-2. We have used some of these posts to build our list of alternatives and similar projects.
  • [D] How to Create a Fixed-Length, Binary, Sequence of Tokens Embedding?
    1 project | /r/MachineLearning | 26 Sep 2022
    This reminds me a lot of the problem of predicting an integer-valued output for an image or audio sequence, where you want to predict a value between 0 and 255, or even say 65536, but you want to help the model understand that the result is categorical, but some categories are closer to each other. I learned recently that one approach to this used in Tacotron 2 (speech synthesis) is called a Mixture of Logistics. There is a not very good blog post that goes over it, but links to a very in-depth explanation in a github issue of all places.. might be interesting for you.

What are some alternatives?

When comparing Tacotron-2 and MimicMania you can also consider the following projects:

TTS - πŸΈπŸ’¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Voice-Cloning-App - A Python/Pytorch app for easily synthesising human voices

train-procgen - Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

aspeak - A simple text-to-speech client for Azure TTS API.

voicesmith - [WIP] VoiceSmith makes training text to speech models easy.

tacotron - A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time