This is how I am doing massive research to do proper voice training that literally yields better quality than the most expensive version of ElevenLabs, exactly like a cloned voice with minimal WER and maximum accuracy and voice likeness.
Whisper-WebUI Premium turns video and audio into subtitles, searchable transcripts and timed data on your own Windows PC. See a real 10-minute recording transcribed in 4 seconds, then follow the complete fresh installation and every main workflow. This tutorial covers all 3 engines, researched quality presets, automatic model downloads, 6 export formats, custom vocabulary, folder batches, YouTube sources, microphone recording, speaker labels, subtitle translation and voice/music separation.
The opening result is a 10-minute 56-second recording completed in 4 seconds on an RTX 5090, using the Canary Qwen Best Quality preset, batch size 16 and the optimized Canary INT8 ConvRot model with the model and caches ready. The app reports the elapsed time and result on screen.
- Turn one folder of scene prompts into a long, coherent AI video with MiniMax H3 - locally, 0-shot and without babysitting every clip. This ComfyUI walkthrough shows how to match references, queue scenes, generate clips and automatically merge everything into one movie.
- The opening is the raw workflow result. Then we rebuild it from installation to playback: models, presets, VRAM modes, prompt creation, folder batching, reference syntax, draft settings, troubleshooting, selective regeneration and consistency. It can scale to very long projects, including the 2-hour movie shown here.
Batch Image Cropping, Zooming Subject, Resizing, Segmenting, Masking, Duplicate Removing APP that utilizes YOLO V26, YOLO Face V12, SAM 2, SAM 3.1 with 1-click installers for Windows, RunPod, SimplePod and Massed Compute (Linux users use this)
Learn how to run Ideogram 4 locally with SwarmUI and ComfyUI, download the required model bundle, use ready Turbo/Balanced/Highest Quality presets, and create accurate structured JSON prompts with Ultimate Image Captioner Pro for image recreation, text rendering, batch captioning, and training dataset preparation.
Learn how to run Ideogram 4 locally with SwarmUI and ComfyUI, download the required model bundle, use ready Turbo/Balanced/Highest Quality presets, and create accurate structured JSON prompts with Ultimate Image Captioner Pro for image recreation, text rendering, batch captioning, and training dataset preparation.
Info In this tutorial I show the newer ACE-Step XL 1.5 Premium features, especially the corrected remix workflow that was missing from the previous video. You will see how to remix songs properly, convert lyrics and language, tune remix strength and melody retention, regenerate only selected parts, use the Library metadata system, install the upgraded Paints-Undo pipeline, reduce VRAM usage, and fix repeating lines in Whisper Premium transcriptions.
Video chapters: 00:00 ACE-Step XL 1.5 Premium update, remix focus, and Paints-Undo preview 00:49 Billie Jean remix example: checking style preservation and vocal change 01:16 Lower remix strength idea and Gangnam Style Korean-to-English demo 01:36 Hearing the Korean-to-English result and why extreme remixes sound strange 01:53 Stronger remix settings with higher strength and melody retention values 02:12 How to update ACE-Step XL 1.5: download ZIP, extract, and overwrite 02:37 Run Windows install/update.bat and rebuild the virtual environment if needed 02:56 Library tab overview: daily categories, saved generations, and metadata 03:18 Loading old songs from Library with lyrics, parameters, and JSON restored ...