MachineLearning - DialectAI Technologies Blog

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MachineLearning

A collection of 3 posts

From Derivatives to Adam: Building Optimization Intuition with PyTorch

MachineLearning

From Derivatives to Adam: Building Optimization Intuition with PyTorch

From first and second derivatives to Adam optimizer: a hands-on walkthrough of key optimization ideas using PyTorch. Simple, minimal examples with gradients, momentum, and adaptive learning strategies to build deep intuition.

The Audio AI Market: Comparing the Top Audio AI Services

The Audio AI Market: Comparing the Top Audio AI Services

In this article, we explore the evolving world of Audio AI by comparing top providers across Speech to Text, Text to Speech, Voice Cloning, Translation & Voice-to-Voice. Whether you're a developer, product leader, or just curious, this guide maps the voice tech landscape.

Modeling the World with Tensors and Neural Networks

Modeling the World with Tensors and Neural Networks

We walk through the evolution from simple feedforward networks to powerful transformers and graph models, showing how richer data structures demand more sophisticated architectures. More importantly, we uncover how embedding spaces allow different modalities to interact.