AI yordamida musiqa / qoʻshiqlardan videolar yaratish --

Qo'shiqlar va matnlar bilan videolarni AI yordamida yaratishga qodir vositalar, dasturlar, ilovalar yoki platformalar/veb-saytlar. Videolar qo'shiqlarning mazmuniga mos keladi va vaqt jadvallari bilan sinxronlashadi.

I have developed AI tools mostly in Python that can automatically generate lyric videos from songs where:
• the lyrics appear synchronized with the song timeline, and
• the visual scenes match the theme or meaning of the song.
These are usually called AI lyric video generators or music-to-video generators.

Foydalanilgan AI algoritmlari ANN (Sunʼiy Neyron Tarmoqlar) va RL (Kuchaytirilgan Oʻrganish) dir.

Ushbu Python freymvorklari AI yordamida qoʻshiqlarni toʻgʻridan-toʻgʻri videolarga aylantira oladi. Siz shunchaki mp3 faylni tanlaysiz va qolganini Python AI asosidagi modullar bajaradi. Sizga qoʻshiq matni ham, fon rasmlari ham kerak emas. Python kodlari AI algoritmlari bilan birgalikda hamma narsani siz uchun tayyorlaydi va siz qoʻshiq matni va ritmiga toʻliq mos keladigan videoni olasiz. Bu oson ish emas, koʻp tajribalar va kompyuter resurslarini talab qiladi.

Shuningdek, mavjud qo'shiqlardan (yuklangan audio treklardan) to'liq musiqiy videolar yaratishi mumkin bo'lgan bir qator boshqa AI-quvvatli vositalar, ilovalar va platformalar mavjud bo'lib, ular avtomatik yoki yarim avtomatik ravishda matnlarni kiritadi, qo'shiq mazmunini/ma'nosini talqin qiluvchi vizual tasvirlarni yaratadi (masalan, misralarga, kayfiyatga va matnlarga mos keladigan hikoyaga asoslangan sahnalar) va hamma narsani vaqt jadvaliga (ritmlar, tushishlar, iboralar va matn vaqti) mukammal sinxronlashtiradi.

Endi men siz uchun uchta narsani qilishni xohlayman:

1)
Promote my own tools by using it to make videos from songs or music provided by you. I have tried them online, but the tools need too many computer resources, therefore I have to run them locally in my computer. They need a harddisk as large as 1 TB and very large CPU and Memory as well; They work well.

2)
On the other hand, I also would like to provide consultancy as to how to choose the best tools others have developed for the same purpose but with the capacity my tools are missing. As I know much about the current status quo of AI video production business, my expertise might prove to be very useful to those who are not very well informed of the state-of-the-art of the technology.

3)
In addition to the above, let me also advise you on:
• Hardware Optimization: GPU/RAM requirements needed if you want to run moviepy or diffusers locally.
• Cost-Benefit Analysis: calculate exactly when it becomes cheaper to build a local server versus paying for expensive SaaS API credits.