Train TTS machine learning model

$30-250 AUD

Zaprt

Objavljeno

pred več kot 5 leti

$30-250 AUD

Plačilo ob dostavi

This project is to replicate [login to view URL] Starting with a pretrained text-to-speech model trained on the LJ Speech dataset, the author was able to fine-tune the model to output the voice of a new speaker with very little additional training time (10 minutes) and very little audio training data for the new speaker (1 minute). I've tried replicating this but am getting very poor results. I have now tried several different learning rates, batch sizes, different audio data, training for different times and testing the model on different steps but in all cases the resulting audio is abysmal. I will provide SSH access to a linux server with a GPU for you to run this with, containing the pre-trained model as well as audio data I'm trying to fine-tune the model on (or you can use your own audio data - the author used voices from Modern Family characters taken from youtube). For the project to be considered completed the model must generate a voice of similar quality to the Modern Family examples given by the author.

Machine Learning (ML)

Neural Networks

Python

Tensorflow

ID projekta: 18256668

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5 ponudb

Projekt na daljavo

Aktivno pred 5 leti

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5 freelancerjev je oddalo ponudbo s povprečno vrednostjo $300 AUD za to delo

@invincible1428

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studion) and Python Programming. I am having 7+ years of experience in Data Science using tools like Python, R, Spark. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Some of the Projects I have worked upon - 1) Twitter Troll Classification using _Python_ 2) Horse Race Prediction using _R_ 3) Electricity Load forecasting using Deep Learning models using _Python(Keras)_ 4) Feature selection using BORUTA and prediction in _R_ 5) Employee Churn prediction Model using _Python_(2 Projects) 6) R programming real time assignment _R_ 7) Twitter Sentiment Analysis using Python _R_ 8) Youtube video Nostalgic Analysis _Python_ 9) Python Online Hackathon _Python_ 10) MSC thesis Project on Heart disease prediction using Sklearn and Keras _Python_ 11) Build a XGBoost model to increase the accuracy of a ML model _Python_ 12) Credit card fraud Detection _Python_ You can check my all projects and detailed portfolio on my profile. Ping me for more details. Lets Discuss....! Thanks, Abhyudaya D

$200 AUD v 5 dneh

4,6

(54 ocen)

5,8

@davidngo817

Hi, there! I am interested in your project. I have extensive experience in digital signal processing, image processing and computer vision such as speech recognition, object detection, image recognition, pattern matching, image classification, real time object tracking and counting, ALPR and OCR using Python, OpenCV, CNN and Tensorflow Faster R-CNN, Mask R-CNN, YOLO, SSD Inception and SSD Mobilenet. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.

$500 AUD v 3 dneh

5,0

(16 ocen)

5,4

@frankoziga

Way don’t you use his model and train your with transfer learning? If you need help i more than pleased to help. As you can see i’m an expert in Deep learning technologies and Python. Regards Žiga

$333 AUD v 3 dneh