AI

Artificial intelligence, machine learning, and everything LLM

413 episodes Page 17 of 17

#15: AI Gets Personal: The Power of Voice Fine-Tuning

AI that understands *your* voice? Dive into the fascinating world of fine-tuning and discover how AI gets personal.

fine-tuningspeech-recognitionpersonalized-ai

#13: AI: Not an Overnight Success Story

AI's "overnight success" is a myth. Unravel the true story behind its rise, from humble beginnings to today's innovations.

generative-ailarge-language-modelsmachine-learning-history

#12: The AI Breakthrough: Transformers & The Perfect Storm

AI's everywhere. How did chatbots, art, and video all emerge so suddenly? The secret lies in Transformers and a perfect storm.

transformersfine-tuninggpu-acceleration

#11: How Does Fine Tuning Work Anyway?

Unlock the secrets of AI fine-tuning. Discover how your small dataset can shape a giant model.

fine-tuninglarge-language-modelsarchitecture

#3: Safetensors or something else: STT inference formats explained

Unpacking ASR weight formats: Safetensors and beyond. Tune in to understand the distinctions.

safetensorsasrspeech-recognitionweight-formatsspeech-to-text

#8: Building Your Own Whisper

Ever wondered if you could build your own speech recognition tool? We dive deep into crafting custom ASR.

asrspeech-recognitionwhisperaudio-processingcustom-asr

#4: If Your Voice Ages, Does Your Fine-Tune Become Useless?

Your voice changes, but your fine-tuned model shouldn't become useless. We explore the biology of the larynx and ASR.

speech-recognitionfine-tuningvocal-physiology

#10: How ASR Went From Frustration To ... Whisper Magic

Speech to text: from frustrating to fantastic. Uncover the magic behind its rapid rise and connection to the AI boom!

automatic-speech-recognitionspeech-to-textasr-technology

#6: How To Fine Tune Whisper

Build your own AI transcription tool! We'll walk you through fine-tuning Whisper, from data to notebook.

fine-tuningspeech-recognitiongpu-acceleration

#7: Building Custom ASR Tools

Ever wondered how to build your own ASR tools from scratch? Discover the why and how in this episode!

asrspeech-recognitioncustom-asrspeech-to-text

#5: Fine-Tuning ASR For Maximal Usability

Fine-tuned ASR is just the start. Discover the next steps for deployment and maximizing usability.

asrspeech-recognitionfine-tuningdeploymentusability

#9: Benchmarking Custom ASR Tools - Beyond The WER

Benchmarking custom ASR fine-tunes: We're diving deep beyond the WER to truly measure performance.

asrbenchmarkingwerspeech-recognitionfine-tuning

#2: Local STT For AMD GPU Owners

AMD GPU? No problem! Dive into local AI adventures like on-device speech to text.

speech-recognitiongpu-accelerationlocal-ai