Prompt Engineering Workshop: Universal-3 Pro

AssemblyAI · Beginner ·✍️ Prompt Engineering ·4mo ago
Skills: Prompt Craft90%

Key Takeaways

The video covers prompt engineering in Universal-3 Pro, including how prompting transcription works, live examples, and tips for improving accuracy in real-world audio and domain-specific vocab.

Original Description

AssemblyAI Applied AI Engineers hosted a live jam session where they walked through how prompting works in Universal-3 Pro. Get the TL;DR on: - How prompting transcription works - Live examples and comparison between transcripts - Tips for improving accuracy across messy, real-world audio and domain-specific vocab Ready to try prompting to improve audio transcripts? 📄 Universal-3 Pro Docs: https://www.assemblyai.com/docs/getting-started/universal-3-pro?utm_source=youtube&utm_medium=referral&utm_campaign=workshop&utm_content=prompt_engineering_u3p 🔑 Grab your free API Key: https://www.assemblyai.com/dashboard/signup?utm_source=youtube&utm_medium=referral&utm_campaign=workshop&utm_content=prompt_engineering_u3p Live Q&A including PII Redaction techniques, prompting best practices, Diarization updates and more. ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com 🐦 Twitter: https://twitter.com/AssemblyAI 🦾 Discord: https://discord.gg/Cd8MyVJAXd ▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?sub_confirmation=1 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #promptengineering #speechtotext
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from AssemblyAI · AssemblyAI · 0 of 60

← Previous Next →
1 Python Speech Recognition in 5 Minutes
Python Speech Recognition in 5 Minutes
AssemblyAI
2 Python Click Part 1 of 4
Python Click Part 1 of 4
AssemblyAI
3 Python Click Part 2 of 4
Python Click Part 2 of 4
AssemblyAI
4 Python Click Part 3 of 4
Python Click Part 3 of 4
AssemblyAI
5 Python Click Part 4 of 4
Python Click Part 4 of 4
AssemblyAI
6 Deep learning in 5 minutes | What is deep learning?
Deep learning in 5 minutes | What is deep learning?
AssemblyAI
7 How to make a web app that transcribes YouTube videos with Streamlit | Part 1
How to make a web app that transcribes YouTube videos with Streamlit | Part 1
AssemblyAI
8 How to make a web app that transcribes YouTube videos with Streamlit | Part 2
How to make a web app that transcribes YouTube videos with Streamlit | Part 2
AssemblyAI
9 Batch normalization | What it is and how to implement it
Batch normalization | What it is and how to implement it
AssemblyAI
10 Real-time Speech Recognition in 15 minutes with AssemblyAI
Real-time Speech Recognition in 15 minutes with AssemblyAI
AssemblyAI
11 Regularization in a Neural Network | Dealing with overfitting
Regularization in a Neural Network | Dealing with overfitting
AssemblyAI
12 Add speech recognition to your Streamlit apps in 5 minutes
Add speech recognition to your Streamlit apps in 5 minutes
AssemblyAI
13 Transformers for beginners | What are they and how do they work
Transformers for beginners | What are they and how do they work
AssemblyAI
14 Automatic Chapter Detection With AssemblyAI | Python Tutorial
Automatic Chapter Detection With AssemblyAI | Python Tutorial
AssemblyAI
15 Deep Learning Series Part 1 - What is Deep Learning?
Deep Learning Series Part 1 - What is Deep Learning?
AssemblyAI
16 Deep Learning Series part 2 - Why is it called “Deep Learning”?
Deep Learning Series part 2 - Why is it called “Deep Learning”?
AssemblyAI
17 Activation Functions In Neural Networks Explained | Deep Learning Tutorial
Activation Functions In Neural Networks Explained | Deep Learning Tutorial
AssemblyAI
18 Deep Learning Series part 3 - Deep Learning vs. Machine Learning
Deep Learning Series part 3 - Deep Learning vs. Machine Learning
AssemblyAI
19 Deep Learning Series part 4 - Why is Deep Learning better for NLP?
Deep Learning Series part 4 - Why is Deep Learning better for NLP?
AssemblyAI
20 Intro to Batch Normalization Part 1
Intro to Batch Normalization Part 1
AssemblyAI
21 Intro to Batch Normalization Part 2
Intro to Batch Normalization Part 2
AssemblyAI
22 Intro to Batch Normalization Part 3 - What is Normalization?
Intro to Batch Normalization Part 3 - What is Normalization?
AssemblyAI
23 Intro to Batch Normalization Part 4
Intro to Batch Normalization Part 4
AssemblyAI
24 Intro to Batch Normalization Part 5
Intro to Batch Normalization Part 5
AssemblyAI
25 Sentiment Analysis for Earnings Calls with AssemblyAI
Sentiment Analysis for Earnings Calls with AssemblyAI
AssemblyAI
26 Summarizing my favorite podcasts with Python
Summarizing my favorite podcasts with Python
AssemblyAI
27 Introduction to Regularization
Introduction to Regularization
AssemblyAI
28 How/Why Regularization in Neural Networks?
How/Why Regularization in Neural Networks?
AssemblyAI
29 Getting Started With Torchaudio | PyTorch Tutorial
Getting Started With Torchaudio | PyTorch Tutorial
AssemblyAI
30 Types of Regularization
Types of Regularization
AssemblyAI
31 Tuning Alpha in L1 and L2 Regularization
Tuning Alpha in L1 and L2 Regularization
AssemblyAI
32 Dropout Regularization
Dropout Regularization
AssemblyAI
33 What is GPT-3 and how does it work? | A Quick Review
What is GPT-3 and how does it work? | A Quick Review
AssemblyAI
34 Backpropagation For Neural Networks Explained | Deep Learning Tutorial
Backpropagation For Neural Networks Explained | Deep Learning Tutorial
AssemblyAI
35 Jupyter Notebooks Tutorial | How to use them & tips and tricks!
Jupyter Notebooks Tutorial | How to use them & tips and tricks!
AssemblyAI
36 Best Free Speech-To-Text APIs and Open Source Libraries
Best Free Speech-To-Text APIs and Open Source Libraries
AssemblyAI
37 Regularization - Early stopping
Regularization - Early stopping
AssemblyAI
38 Regularization - Data Augmentation
Regularization - Data Augmentation
AssemblyAI
39 Bias and Variance for Machine Learning | Deep Learning
Bias and Variance for Machine Learning | Deep Learning
AssemblyAI
40 Recurrent Neural Networks (RNNs) Explained - Deep Learning
Recurrent Neural Networks (RNNs) Explained - Deep Learning
AssemblyAI
41 What is BERT and how does it work? | A Quick Review
What is BERT and how does it work? | A Quick Review
AssemblyAI
42 Introduction to Transformers
Introduction to Transformers
AssemblyAI
43 Transformers | What is attention?
Transformers | What is attention?
AssemblyAI
44 Transformers | how attention relates to Transformers
Transformers | how attention relates to Transformers
AssemblyAI
45 Transformers | Basics of Transformers
Transformers | Basics of Transformers
AssemblyAI
46 Supervised Machine Learning Explained For Beginners
Supervised Machine Learning Explained For Beginners
AssemblyAI
47 Transformers | Basics of Transformers Encoders
Transformers | Basics of Transformers Encoders
AssemblyAI
48 Transformers | Basics of Transformers I/O
Transformers | Basics of Transformers I/O
AssemblyAI
49 How to evaluate ML models | Evaluation metrics for machine learning
How to evaluate ML models | Evaluation metrics for machine learning
AssemblyAI
50 Unsupervised Machine Learning Explained For Beginners
Unsupervised Machine Learning Explained For Beginners
AssemblyAI
51 Weight Initialization for Deep Feedforward Neural Networks
Weight Initialization for Deep Feedforward Neural Networks
AssemblyAI
52 Q-Learning Explained - Reinforcement Learning Tutorial
Q-Learning Explained - Reinforcement Learning Tutorial
AssemblyAI
53 Should You Use PyTorch or TensorFlow in 2022?
Should You Use PyTorch or TensorFlow in 2022?
AssemblyAI
54 What is Layer Normalization? | Deep Learning Fundamentals
What is Layer Normalization? | Deep Learning Fundamentals
AssemblyAI
55 I created a Python App to study FASTER
I created a Python App to study FASTER
AssemblyAI
56 How to create your FIRST NEURAL NETWORK with TensorFlow!
How to create your FIRST NEURAL NETWORK with TensorFlow!
AssemblyAI
57 Neural Networks Summary: All hyperparameters
Neural Networks Summary: All hyperparameters
AssemblyAI
58 Getting Started with OpenAI API and GPT-3 | Beginner Python Tutorial
Getting Started with OpenAI API and GPT-3 | Beginner Python Tutorial
AssemblyAI
59 Convert Speech-To-Text In Python in 60 seconds!
Convert Speech-To-Text In Python in 60 seconds!
AssemblyAI
60 Gradient Clipping for Neural Networks | Deep Learning Fundamentals
Gradient Clipping for Neural Networks | Deep Learning Fundamentals
AssemblyAI

This video teaches prompt engineering in Universal-3 Pro, covering the basics of prompting transcription, live examples, and tips for improving accuracy in real-world audio and domain-specific vocab. It provides a comprehensive understanding of how to optimize prompts for better transcription results.

Key Takeaways
  1. Get familiar with Universal-3 Pro
  2. Understand how prompting transcription works
  3. Experiment with live examples and compare transcripts
  4. Apply tips for improving accuracy in real-world audio and domain-specific vocab
💡 Optimizing prompts is crucial for improving transcription accuracy in real-world audio and domain-specific vocab

Related Reads

📰
How Prompt Engineering is Changing the Way We Search for Information!
Learn how prompt engineering is revolutionizing the way we search for information online
Medium · ChatGPT
📰
Prompt Engineering Fails Quietly —  Prompt Regression Is Why
Learn to detect hidden regressions in prompt engineering to prevent silent failures in production and ensure reliable AI model performance
Towards Data Science
📰
Prompt Engineering: The Skill That Makes AI Work Better
Learn how to optimize AI performance with prompt engineering, a crucial skill for maximizing AI tool effectiveness
Dev.to · patil rushikesh
📰
5 prompt engineering techniques to get the best out of a legacy project
Learn 5 prompt engineering techniques to improve legacy project performance and why they matter for maintaining outdated codebases
Dev.to · Marco Coelho
Up next
Prompt Engineering – Go from Beginner to Advanced in 20 minutes (Includes PDFs and Guides)
AI Mastermind
Watch →