real time voice cloning

We have hosted the application real time voice cloning in order to run this application in our online workstations with Wine or directly.

Quick description about real time voice cloning:

Real-Time Voice Cloning is an influential deep-learning repository that demonstrates how to clone a voice from just a few seconds of audio and then generate arbitrary speech in that voice in near real time. It implements the SV2TTS pipeline (“Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis”) in three stages: a speaker encoder, a synthesizer, and a vocoder. In the first stage, short audio clips are converted into a fixed-dimensional speaker embedding that captures voice characteristics; this embedding is then used by a Tacotron-style synthesizer to generate spectrograms from text, which a WaveRNN-based vocoder finally turns into audio. The repo includes both a command-line demo and a graphical “toolbox” application where you can load reference voices, type text, and hear the synthesized results interactively. It also provides scripts for preprocessing datasets (such as LibriSpeech), training each of the three components.

Features:

• Full SV2TTS pipeline with encoder, synthesizer, and WaveRNN-style vocoder implemented in Python
• Ability to clone a voice from a few seconds of reference audio and synthesize arbitrary text in that voice
• GUI “toolbox” demo for interactive experimentation with multiple speakers and texts
• CLI demos (demo_cli.py) for scripted, non-GUI voice cloning workflows
• Preprocessing and training scripts for popular datasets like LibriSpeech plus automatic pretrained model download
• Supports both GPU and CPU modes via simple launch flags, making it usable on a range of hardware

Programming Language: Python.
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