Audio Augmentation in TensorFlow and PyTorch

Audio Augmentation in TensorFlow and PyTorch

Source: Deephub Imba This article is approximately 2100 words long and is suggested to be read in 9 minutes. This article will introduce two methods to apply augmentation to datasets in TensorFlow. For image-related tasks, common data augmentation methods include rotating, blurring, or resizing images. This is because the inherent properties of images make data … Read more

AI Overview: GPT-4o Multimodal Model Training Process

AI Overview: GPT-4o Multimodal Model Training Process

Source: AI Technology Online Just yesterday, OpenAI officially released the GPT-4o model, which supports real-time reasoning in audio, visual, and text multimodal scenarios. Besides eagerly wanting to use the GPT-4o model, everyone must also want to understand some of the implementation details of this model. Before GPT-4o, you could interact with ChatGPT in voice mode, … Read more

Is 100% Accuracy in Speech Recognition Possible?

Is 100% Accuracy in Speech Recognition Possible?

Illustration by Jay Bendt Written by Wade Roush Translated by Zhao Jianlin Looking back to 2010, Matt Thompson predicted in a commentary article for NPR that “in the near future, automatic speech transcription technology will become quick, user-friendly, and free.” He referred to that moment as the “speech singularity,” cleverly borrowing from inventor Ray Kurzweil’s … Read more

Runway Comprehensive Tutorial: Video Subtitles and AI Art

Runway Comprehensive Tutorial: Video Subtitles and AI Art

Hi, students! This is the 59th issue of our AI project tutorial – an introduction to Runway’s video subtitle processing and AI drawing features. It feels like it’s all set up just for making movies, with a complete set of features now online! A must-save for those who want to learn systematically! After in-depth research … Read more

Will Speech Recognition Accuracy Ever Reach 100%?

Will Speech Recognition Accuracy Ever Reach 100%?

Illustration by Jay Bendt Written by Wade Roush Translated by Zhao Jianlin Looking back to 2010, Matt Thompson predicted in a commentary for NPR that “in the near future, automatic speech transcription technology will become fast, easy to use, and free.” He referred to that moment as the “speech singularity,” cleverly borrowing from inventor Ray … Read more

Automating IT Interviews with Ollama and Python Audio Features

Automating IT Interviews with Ollama and Python Audio Features

Are you still troubled by the mixed quality and poor performance of domestic AI? Then let’s take a look at Dev Cat AI (3in1)! This is an integrated AI assistant that combines GPT-4, Claude3, and Gemini. It covers all models of these three AI tools. Including GPT-4o and Gemini flash Now you can own them … Read more