I need a python application to train and classify audio or sound using tensorflow 3
$250-750 USD
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$250-750 USD
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## Description:
I need a python application to train and classify audio or sound using tensorflow 3
It should work for any kind of simple and short audio. Examples
- If I sent animal sounds ([login to view URL]), the application should detect the animal
- If I sent latin audios like ([login to view URL]), the application should detect the most similar word based on the training
## Dataset
I don’t have any datasets and/or should work for any sound. Example:
Train
class1 : 10 sounds, class2 : 10 sounds, class3 : 10 sounds
If I send a new sound, program must detect to which class it belongs to
## Endpoints
#### http//localhost:8080/v1/job
Method: POST
Request:
[login to view URL]
Response :
{"code":200, "message":"success", "content": "8ea8ee4a-944573ae1d9d"}
Description:
Json contains several groups in which each of them are a training and test dataset of public audio files.
A new folder should be created using uuid like /home/8ea8ee4a-944573ae1d9d
In this folder, all files should be downloaded in adequate folders for training and validation
#### http//localhost:8080/v1/train
Method: POST
Request:
{"jobId": "8ea8ee4a-944573ae1d9d"}
Response :
{"code":200, "message":"training started"}
This endpoint should be launch the training (tfrecords, parsing, etc) asynchronously, I mean it should don't wait until the end to return the response
Also this should launch the test if training was completed successfully.
While training or testing are running, store in this file /home/8ea8ee4a-944573ae1d9d with the current progress
{"stage": "training", "progress": "58%"}
#### http//localhost:8080/v1/detect
Method: POST
Request:
{"audioFile": "[login to view URL]"}
Response :
{ "code" : 200, "message" : "success", "content" : { "detection" : "Habeas Corpus" } }
## Milestones
There are 03 http endpoints so, there will be 03 milestones. The first has the main complexity, so you are able to split it on n milestones
## Mandatory:
- Tensorflow
- Only one of these languages are allowed: java, python, nodejs
- Docker. Should have the Dockerfile and readme to be easy to run on any linux machine
- GITHUB with fork or simple branch strategy. This is important. I will create the repository and branch (one by each milestone)
- Deliverables on each milestone : github pull request from the milestone branch to the main branch
- Don't use external http services or private libraries. It won't make sense if an online service does this.
- You should use any free dataset for your development. Audios are voices from males and females
- Only open source is allowed
- I don’t have any dataset or model
## Workflow
- Milestones of the backlog, should be estimated(time) by the developer
- Developer starts some milestone, develop and notify the task completion with the explained deliverables
## Acceptance tests
- This should be executed on an empty linux machine (without python or any library). So the Dockerfile file should contains all the instructions to be able to run the application, specially the [login to view URL]
- To verify that training was successful I will execute the /classification /train and /detect with new files.
## Important
Please, read carefully and ask me anything you need. Pay special attention to the deliverables on the mandatory and acceptance tests sections to avoid misunderstandings.
Hi!
I am a DL expert with PHD in the Deep Learning.
I have full proficiency in tensforflow/keras/pytorch.
Please refer to my publication list in here [login to view URL]
I am really intersted in working on your project.
I can finish the project in the least amount of time.
Looking forward working with you!
Best regards, Adai
Hi, I am Machine Learning Engineer. I have experience of working with Tensorflow and Rest Apis. I read the description but have few questions also.
Contact me on chat.
Thanks.
$500 USD dalam 7 hari
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24 pekerja bebas membida secara purata $484 USD untuk pekerjaan ini
Hi, I can help you with python application to train and classify audio or sound using tensorflow 3
I am experienced in "Python Application" I can do this project as per your desire hope we can discuss more project details deadline, and the budget via a private chat. I am looking forward to your response.
Thank you
Hi there,
★★★ Tensorflow / C++ / Python Expert ★★★ 9+ Years of Experience ★★★
I've read requirements and ready to train and classify audio or sound .
I'll be glad to discuss project before start so let's chat.
Thanks for your consideration.
Best Regards,
TechPlus Team
Hi, nice to meet you.
I am happy to bid on your project.
I have read your job description carefully and I am interested in this project.
I have more than 7 years of solid knowledge and practical experience in this field.
I can also start working right now and deliver good results on time.
Please contact me for more details.
Best regards, Eric Lesca.
- Metatrader 4&5
- Pine Script
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- API Based Trading Bot
- Conversion from one trading language to another.
Hi, ⭐⭐⭐⭐⭐ Python Expert⭐⭐⭐⭐⭐
I've seriously read your post and I have understood what you need.
I am sure that I can be the best developer who can complete your project perfectly because I have great skills in python/django, Tensorflow, mysql, etc with 5+years of experience, so I have completed many Projects and I didn't let down a single Client in past my works.
As Many Clients are still in touch based on my working strategies and their satisfaction on their all previous Projects.
I think it is necessary to discuss further over chat.
Best Regards ,
Aleksandar
Hi, Manager
I am a professional developer, especially python expert.
I have read your description carefully.
I hope to work with you, this project is very suit for me.
I will fix the issue within a short period.
Please contact me for discussing more.
Looking forward for your response.
Thanks.
Hello! How are you?
I'm glad to bid on your project.
I'm a python expert with 8+ years experience and I'm very familiar with various libraries and packages including numpy, selenium ,pandas etc.
I'm specialized in auto-bot , scraping , machine learning, deep learning.
I've seen your details carefully and I think I meet the requirements to complete your job..
Talk about details via chat.
Wait for your contact.
Best regards.
Greetings,
I have excellent skills regarding your project with over six years of experience. Acknowledge me back to discuss further and start work on your project right away.
Waiting for your response!
Thank you
Hello Sir,
I hope you are doing well and healthy. I am working as a developer who has hands-on experience in audio classification python development. I just saw your request that you are looking for a python developer for a python application to train and classify audio or sound using tensorflow 3.
I have reviewed and understand all the requirements. I would like you to consider my services for this work. I have finished our previous jobs skillfully and timely. Customer satisfaction has been the main driving power for us. We are available for our services and I believe you will admire our services that will strengthen our business relationship in the future.
Thank you for the time you invested in my cover letter. If you have any questions or queries, please inbox. Consultations and guidelines are included. If you have any questions or quires, feel free to ask. Consultations and guidelines are included.
Kind regards
Ali Armaghan
Logic Connect Solutions
Hello,
I have read the description of your project and understood that you are looking for a WEBSITE developed for Taxi Booking
I am a skilled developer and designer that have an extensive experience in Mobile App (iPhone, Android), Python,WordPress/Woo-commerce, UI/UX, Wix, React, Node.js, Squarespace, Weebly, Shopify, Bootstrap, HTML5, CSS3 and PHP/MySql.
Looking forward to discuss it further via chat.
Hi,Hope you are doing well! I have checked your requirement, yes I can do it, because I already work on similar requirement in past. If you have interested in my proposal, please contact me. I will do my best in order to complete your project. Thanks for your attention.
* I have worked on tdfs voice datasets in past.
* I am ready to work for cheapest rate as i need experience in the field I don't care for money, just the fees of website.
* I am familiar with dockers would love to work on.
have few questions regarding the project would be great if u get back to me bit sooner.