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4 contributions to Data Alchemy
How to take a pre-trained model and train it more
So for context, I have an accent and AI can't understand me very well. This is a challenge with Zoom meetings where Otter.ai can't understand half of what I'm saying, or even something as simple as voice commands for my TV. I want to, without reinventing the wheel, take an existing model similar to what Otter uses, and then give it extra training with my labeled voice data (like I speak into my microphone and give it the "answer" on what I said). How would you go about doing this? I'm thinking I might start looking on hugging face, but the options are just endless and I don't even know where to begin. Help please? (This could go on my portfolio if successful, or even put it out into production for others to train the model on their own voices/accents) EDIT: I opted to try using Azure's built-in model and retrain it with my voice data instead of building something from scratch.
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New comment Aug 5
0 likes • Aug 5
I would try whisper.ai. It is open source. Try the large mode. I have had good results transcribing videos with it.
Pre-Commit is a necessary evil
Pre-commit hooks are automated scripts or checks that run before you commit your code to a version control system (VCS) like Git. They force you and your collaborators to write clean and consistent code. Reference: https://pre-commit.com/ To set up pre-commit you first need to have Git installed and run on your Python console the usual: pip install pre-commit Once installed, place in your root a file named .pre-commit-config.yaml and fill it with a collection of 'hooks'. ```yaml - repo: https://github.com/pre-commit/mirrors-black rev: stable hooks: - id: black ```yaml The hooks are the scripts responsible for the checks, there are many and way more evil than this. Have fun and let everyone know how frustrating is to work with you🫡 https://pre-commit.com/hooks.html
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New comment Aug 5
Pre-Commit is a necessary evil
1 like • Aug 5
On mere commit? I disagree, to anything but integration branch or main. And for "consistent style". Bore me.
Overwhelmed with Tutorial Hell
Hey guys! Ever feel like you're drowning in tutorial hell, trying to figure out where all your Python installations and paths are leading? 😵‍💫 How do you keep track of it all without losing your mind?
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New comment Aug 5
Overwhelmed with Tutorial Hell
1 like • Aug 5
Oh, *that* diagram. I was a pip only, actually virtualenvwrapper, pythonista a long time. Poetry didn't take. Then I ran into more things that need specific version of python. Anaconda makes that a lot easier. Also it is a lot easier to built out a machine learning or data science state with Anaconda. I have done it both ways but doubt I will go back.
Welcome to Data Alchemy - Start Here
The goal of this group is to help you navigate the complex and rapidly evolving world of data science and artificial intelligence. This is your hub to stay up-to-date on the latest trends, learn specialized skills to turn raw data into valuable insights, connect with a community of like-minded individuals, and ultimately, become a Data Alchemist. Together, let's decode the language of data and shape a future where knowledge and community illuminate our way. Rules - Don't sell anything here or use Data Alchemy as any kind of funnel - We delete low effort community posts, and posts with poor English. Proofread your post first. - Help us make the posts high quality. If you see a low quality post, then click on the 3 dots on the post and "Report To Admins". Start by checking out these links - Classroom - Introduction - Roadmap - Contribution Be Aware of Scammers - Please be aware that this is a public group. Unfortunately, some people abuse the Skool platform to send DMs or post comments to trick people. This is the internet, so always do your own due diligence. Never automatically trust someone here on the Skool platform other than @Dave Ebbelaar's official account. To kick things off, please comment below, introducing yourself. Let us know: 1. Your name and where you're from 2. What project(s) you're currently focused on See you in the comments!
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New comment 53m ago
Welcome to Data Alchemy - Start Here
6 likes • Aug 1
I am very interested in Personal Knowledge Management and extending the capabilities of the human brain via software and systems. I have a startup project in the area and I am keen to see how to extend and deepen it using AI.
1 like • Aug 5
@Anaxareian Aia I am creating my own. I have always wanted the computer to help me keep track of and understand all the stuff I am interested in. Worked in business knowledge management some time ago. Though then everyone should have this capability but with some features that software didn't have.
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Samantha Atkins
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5points to level up
@samantha-atkins-4210
Long term software architect and developer. Fairly expert in python. I have read and viewed a lot about AI in general and LLMs, stable diffusion etc

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Joined Aug 1, 2024
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