10alect

Your Community Language Learning Buddy

๐Ÿ“š 5 Songs ๐ŸŒ 7 Languages โค๏ธ Open Project

It's tricky to learn a language just by listening. We try to make it easier by breaking songs down word-for-word, so you can actually understand what you're singing along to.

๐Ÿ‡ฌ๐Ÿ‡ง EN ๐Ÿ‡ซ๐Ÿ‡ท FR ๐Ÿ‡ช๐Ÿ‡ธ ES ๐Ÿ‡ฉ๐Ÿ‡ช DE ๐Ÿ‡ฎ๐Ÿ‡น IT ๐Ÿ‡ต๐Ÿ‡น PT ๐Ÿ‡ฏ๐Ÿ‡ต JP
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The 10alect Method

A simple tool built with honest intent. No corporate data harvesting, just a better way to learn.

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Clarity, Not just Gist

Most translators just give you the general idea, which is fine for travel but bad for learning. We try to show you exactly why a sentence means what it means, breaking down the grammar so you can actually learn from it.

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Better Together

Algorithms are impressive, but they miss cultural nuance. That's why this is a community library. If something looks off, you can fix it, leaving a better trail for the next learner who comes along.

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A Public Library

We're not here to sell your data or lock knowledge behind a subscription. We're building a permanent, open collection of song analyses. Once a song is decoded, it stays free for everyone, forever.

๐Ÿ”ฅ Top Views

๐Ÿ† Top Contributors

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๐ŸŒฑ Grow the Library

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Pick a Song

Choose a song you love in your target language. If it's not in our library yet, you can be the first to add it!

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Generate Analysis

Our ML tools build the first draftโ€”translations, alignments, and grammar notesโ€”in seconds.

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Refine & Share

Fix any mistakes you spot. Your edits are saved to the master version, helping every future learner who studies this song.

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Learn Together

Create flashcards from shared community vocabulary or explore related songs suggested by other users.

How 10alect Works

1

๐Ÿ“บ Fetch Lyrics

Paste a YouTube music link and we automatically extract synchronized lyrics from LRClib or YouTube's subtitle tracks.

LRClib API โ€ข YouTube timedtext โ€ข yt-dlp
2

๐ŸŒ Translate Text

Choose between DeepL (premium quality) or OPUS-MT (fast open-source). Both deliver accurate translations.

DeepL API โ€ข OPUS-MT models
3

๐ŸŽฏ Align Words

Awesome Align (BERT-based) maps every source word to its translation, revealing exactly how sentences correspond.

Awesome Align โ€ข Language patterns
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๐Ÿ”ฌ Analyze Morphemes

Break words into roots, prefixes, suffixes. See grammatical roles with full dictionary definitions for each component.

spaCy NLP โ€ข Kaikki dictionaries
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๐Ÿ”— Detect Phrases

Identify multi-word expressions: idioms, phrasal verbs, negations. Group them so you see how phrases translate as units.

Dependency parsing โ€ข Patterns
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๐Ÿ’พ Cache Forever

Every analysis is saved for instant replay. When you process a song, you're helping learners worldwide access it free.

SQLite WAL โ€ข Versioned cache