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Get AutoVC algorithm (open source) running through a simple python script on MacOS Monterey

$30-250 USD

In Progress
Posted over 2 years ago

$30-250 USD

Paid on delivery
Background: Researchers have developed the AutoVC algorithm, an algorithm capable of cloning a voice. There are multiple python implementations of this AutoVC algorithm readily available on GitHub and most provide sufficient documentation. This AutoVC algorithm allows an audio file (wav) of a source speaker to be transformed into the voice of a target speaker using deep learning (torch). Objectives: Be able to run the AutoVC algorithm on a Mac (MacOS Monterey running on Apple Silicon) and perform voice transformations with the minimum possible effort. The quality should be comparable to the Zero-Shot section in the AutoVC Demo page: [login to view URL] The final deliverable should contain everything to be able to do voice conversion without needing to do local training. Deliverables: Write a python script that takes the following four parameters: 1) a path to a folder containing recordings of the source voice (if AutoVC expects a file rather than a folder, then it can be a path to a single .wav file) 2) a path to a folder containing recordings of the target voice (if AutoVC expects a file rather than a folder, then it can be a path to a single .wav file) 3) a path to an audio file (.wav) with a recording of the source voice 4) a path to an output audio file The script is expected to take these four parameters and use the existing AutoVC algorithm to transform the source audio file (parameter 3) into the voice of the destination speaker and write that new generated audio to the output file (parameter 4). The final deliverable should require no training to be run, just the conversion. The deliverable should contain all files necessary to run the script: pretrained models, libraries (for example in a venv), code, whatever is required. The structure is not relevant as long as the deliverable can be downloaded on a computer with MacOS Monterey running on Apple Silicon and run with little effort. Risks: All major components (e.g. torch) can be run on a mac with apple silicon. I got them to work in different projects. The difficulty probably is in simplifying the existing code to be able to run in a one-line script, find or generate the right pre-trained data to reproduce the quality shown in the AutoVC Demo page and package everything into a deliverable that is easy to run.
Project ID: 32604987

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Active 2 yrs ago

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My name is Chinmay Jain, a third year undergraduate from IIT Kharagpur. I have worked in SPIRE Lab of IISC Bangalore on voice conversion models. I developed the accent conversion model to transform voice from foreign accent to Indian accent using voice conversion technique. • Used a voice conversion model COTATRON, to get clarified results in seen to seen data as well as unseen to seen data. • Presented the final presentation in front of a team of 25 research scholars and project supervisor and discussed the future of the project. I also worked on Assem-vc model another voice conversion to get better results.
$210 USD in 7 days
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$1,000 USD in 7 days
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