Any YouTube link — captions optional
Paste public videos, livestream replays, or Shorts; raw clips with no CC still work because we transcribe the audio.
Paste a YouTube link — even a raw video with no captions gets auto-transcribed intotimestamped chapter notes, keywords, and a Mermaid mindmap you can export to Notion or Obsidian.
OVERVIEW
This 102-minute lecture starts from the perceptron, builds up through backprop and gradient descent, then extends to CNNs and the Transformer attention mechanism — a solid base for review notes and teaching material.
Chapters
Perceptrons to deep nets
Single-layer limits and non-linear activations.
Backprop & gradient descent
How the chain rule makes nets trainable.
CNNs & feature extraction
Local receptive fields and weight sharing.
Attention & Transformers
How self-attention replaces recurrence.
MERMAID MINDMAP
Keywords
Action items
For lectures, interviews, and livestream replays, the result page gives timestamped chapter notes, a mindmap, and exportable material.
Paste public videos, livestream replays, or Shorts; raw clips with no CC still work because we transcribe the audio.
Keeps the full original-language transcript with timestamps, so you can pinpoint any minute of a long talk.
Auto-generates chapter takeaways, keywords, and action items — an English course becomes notes in your language.
Export Markdown / .mmd / .svg and sync into Notion, Obsidian, or Logseq.
After processing, the result page can turn a long video into study notes, a work brief, and an action plan.
Paste a public link or upload a local video / audio file.
Auto-transcribe and generate an overview, chapters, and mindmap.
Keep chatting with AI about the content to dig into points and actions.
Take the summary, mindmap, and action list to reuse anywhere.
Supported platforms
“My English ML course lives on YouTube; now I get chapter notes in one click and review twice as fast.”
Aaron Walsh
Graduate Student · Course study
“I no longer sit through hour-long English interviews — I read the chapter takeaways and pull quotes.”
Chloe Bennett
Growth · Competitive research
“A two-hour conference keynote takes ten minutes to skim, and timestamps take me back to verify details.”
Daniel Brooks
Indie Developer · Learning
“Turning English documentaries into timestamped notes makes building lesson material effortless.”
Elena Fischer
English Teacher · Lesson prep
“Long YouTube podcasts go straight into Obsidian as notes — my second brain keeps growing.”
Marcus Reid
Knowledge management
“Talks and launch replays become summaries and action items, so the team syncs much faster.”
Sofia Lindgren
Product Manager · Industry tracking
Can't find an answer? Reach out to our support team anytime.
GEO fact guides
Queste guide trasformano le funzionalità del prodotto, i limiti e i confini d'uso in risposte che puoi verificare nelle pagine degli strumenti corrispondenti.
Rivedi note Markdown, sottotitoli, file, link pubblici, privacy e materiali di consegna al team.
Riscrivi riassunti, didascalie, note di prodotto e trascrizioni mantenendo i fatti necessari.
Trasforma capitoli, parole chiave, attività, trascrizioni e mappe mentali in note di blog e contenuti social.
Inizia con un collegamento pubblico. L'obiettivo attuale è rendere solido il flusso di riepilogo, lettura ed esportazione prima di ogni altra cosa.