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Automate Voice to Text & SRT Subtitles with OpenAI Whisper in Python (Step-by-Step Tutorial)
Hello Pythoneer!
Do you want to learn how to harness the power of OpenAI’s Whisper library to transcribe audio files into text or generate SRT subtitles for your videos-perfect for TH-camrs, content creators, and developers! 🚀 In this step-by-step tutorial, you’ll discover:
✅ Quick Setup: Install Whisper, set up a Python virtual environment, and choose the right model (like "tiny" for speed).
✅ Text Transcription: Convert audio to clean text files, fix formatting issues (like leading spaces), and save results.
✅ SRT File Creation: Format segments with precise timestamps (HH:MM:SS ,MS) for TH-cam-ready subtitles.
✅ Pro Tips: Handle Whisper’s output segments, optimize accuracy, and avoid common pitfalls.
Follow along with the script to build your own transcription tool, whether for podcasts, videos, or apps.
✨ Why Whisper? It’s fast, open-source, and supports multiple languages-ideal for automating subtitles or analyzing audio data.
💡 Need more features? Check out my video on the Whisper CLI version (linked below) for advanced options like max characters per line and output formats!
th-cam.com/video/ZRCzwZRZVng/w-d-xo.html
Got questions? Let me know in the comments: How will you use Whisper? Drop a comment below!
👍 Enjoyed this? Smash the Like button, Subscribe for more Python tutorials, and hit the bell to stay updated!
Happy coding! 💻
🔗 Resources:
🔗 Code
github.com/Tonkyboy/transcribe_with_whisper/blob/master/whisper.py
🔗 OpenAI Whisper
github.com/openai/whisper?tab=readme-ov-file
🔗 Install FFMP
th-cam.com/users/results?search_query=install+ffmpeg
⏰ Content
00:00 Intro
00:20 OpenAI Whisper GitHub
02:41 Coding Voice to .txt
06:09 Coding Voice to .srt
#openai #whisper #pythontutorial #subtitles #voicetotext #srt
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ความคิดเห็น

  • @shlok.aaryan
    @shlok.aaryan วันที่ผ่านมา

    Hey i just need a help integrating grok ai on my python project , i am a newbie and dont have much knowledge about it..Can you help me if possible ?

    • @Cod1ngTogether
      @Cod1ngTogether 3 ชั่วโมงที่ผ่านมา

      Hey Buddy for sure! What issue are you facing? Or where do you need help. Feel free to ask. 😄

  • @BhaiLazer
    @BhaiLazer 3 วันที่ผ่านมา

    For some reason I keep getting a FileNotFound error when trying to create the text file. How do I fix this? I'm a windows user if that tells you anything

    • @BhaiLazer
      @BhaiLazer 3 วันที่ผ่านมา

      My god, can't believe you put a "/" there without telling us at 5:32

    • @Cod1ngTogether
      @Cod1ngTogether 3 วันที่ผ่านมา

      @BhaiLazer oh sorry buddy! I really missed this one. 😳 thank you for pointing out. And I am glad that you where able to fix it.

    • @BhaiLazer
      @BhaiLazer 3 วันที่ผ่านมา

      @ Thanks for the tutorial though. It was very helpful to include the playlist on the ffmpeg.

    • @Cod1ngTogether
      @Cod1ngTogether 3 วันที่ผ่านมา

      @BhaiLazer thanks for your feedback. Did you also face an ffmpeg issue?

    • @BhaiLazer
      @BhaiLazer 3 วันที่ผ่านมา

      @@Cod1ngTogether Nope, surprisingly not. Worked fine for me. However, I did need to use the playlist as I use a windows computer, and not a Mac, where the process is different for the Mac setup.

  • @Cod1ngTogether
    @Cod1ngTogether 6 วันที่ผ่านมา

    Sorry! This one has to be fast due the 3min limitations on TH-cam. If you are interested in the slower version i can give sou the link to to slower TikTok version.

  • @ZaraUTech
    @ZaraUTech 6 วันที่ผ่านมา

    By magic , come one

    • @Cod1ngTogether
      @Cod1ngTogether 6 วันที่ผ่านมา

      😂 wait what?

    • @Cod1ngTogether
      @Cod1ngTogether 10 ชั่วโมงที่ผ่านมา

      Ah, I found the part right now you were talking about 2:10. PCs are at some point like magic! I really don't know why it worked then. :D

  • @Cod1ngTogether
    @Cod1ngTogether 7 วันที่ผ่านมา

    NOTE: At 5:32 i added a / infront of the output path. 🔗 Install FFMPEG th-cam.com/users/results?search_query=install+ffmpeg

  • @yevgeniykostrov1435
    @yevgeniykostrov1435 8 วันที่ผ่านมา

    Why don’t check the length of the set vs list ?

    • @Cod1ngTogether
      @Cod1ngTogether 8 วันที่ผ่านมา

      Good point, thats another great way to achieve the same result. 😄

  • @SoundweaverAI
    @SoundweaverAI 9 วันที่ผ่านมา

    Thank you for this. I didn't get the .env to work because it didn't find "Source" but I didn't really spend much time on looking into it. But the rest was useful!

    • @Cod1ngTogether
      @Cod1ngTogether 8 วันที่ผ่านมา

      Ty buddy. Is it running now or should we try to fix it?

  • @parabatx
    @parabatx 10 วันที่ผ่านมา

    Tbh i don't know how to code at all but i will learn im taking IT for grade 10, 11 and 12

    • @RobertMollentze-r4w
      @RobertMollentze-r4w 10 วันที่ผ่านมา

      Python is good for beginners but awful for pros.

    • @Cod1ngTogether
      @Cod1ngTogether 10 วันที่ผ่านมา

      Even if you never want to get a dev job its worth to understand coding purposes if you go in ways like PM or Application Manager. So go Buddy! 😄

    • @Cod1ngTogether
      @Cod1ngTogether 10 วันที่ผ่านมา

      I would like to know why you think like this? Dont you think Python is already a common pro Language? 😄

    • @llortaton2834
      @llortaton2834 10 วันที่ผ่านมา

      @@Cod1ngTogether No, python has terrible speed.

    • @Cod1ngTogether
      @Cod1ngTogether 10 วันที่ผ่านมา

      @llortaton2834 well this can be a downside. But its getting better and better for every release. If you need speed in python you can use cpython. But for development speed and prototyping it’s unbeatable fast. And to mention: if your application isn’t speed critical its also not a downside. So it always depends on your usecase in my opinion ! 😄

  • @kostasgoggakhs617
    @kostasgoggakhs617 12 วันที่ผ่านมา

    Should I purchase the API to work with it ?

    • @Cod1ngTogether
      @Cod1ngTogether 12 วันที่ผ่านมา

      I am not sure if they have a free tier as well. But it will be very limited. But you could test it here: platform.openai.com/playground/chat

    • @Cod1ngTogether
      @Cod1ngTogether 12 วันที่ผ่านมา

      If you want to use it regularly its worth to add some cash to it. The most requests are verry cheap. But a honest suggestion is to limit the usage. 😄

  • @reneforbi6445
    @reneforbi6445 12 วันที่ผ่านมา

    can you make another video on how to run grok bot on python?

    • @Cod1ngTogether
      @Cod1ngTogether 12 วันที่ผ่านมา

      Hey buddy, as a chatbot? Or what are you looking for?

    • @reneforbi338
      @reneforbi338 12 วันที่ผ่านมา

      As a meme coin trading bot crawling off twitter.i sent directions to your Instagram dm yesterday

    • @Cod1ngTogether
      @Cod1ngTogether 12 วันที่ผ่านมา

      Scraping x isnt this easy anymore cause x did alot to prevent it. When you sou check here, most scraping is agains the TOS and will lead to a IP ban very fast. I have an perma banned account due this 😂 x.com/robots.txt Using the API is easy when you have x premium. If not its very limited. U habe to enter a code you get back from the API in the Web evey time you want to access it… painful

  • @Cod1ngTogether
    @Cod1ngTogether 13 วันที่ผ่านมา

    Did you know all of them? If not you should smash that like button. 😆

  • @Cod1ngTogether
    @Cod1ngTogether 13 วันที่ผ่านมา

    So many Dislikes? Please tell my why.

  • @Cod1ngTogether
    @Cod1ngTogether 15 วันที่ผ่านมา

    How about that? 😅

    • @tonkyboy8920
      @tonkyboy8920 14 วันที่ผ่านมา

      Funny, but what to use for?

    • @Cod1ngTogether
      @Cod1ngTogether 14 วันที่ผ่านมา

      @tonkyboy8920 its more to showcase listslicing and errorhandling than a real usecase.

  • @israelgonzalez677
    @israelgonzalez677 16 วันที่ผ่านมา

    Is Gemini pro-vision free?

    • @Cod1ngTogether
      @Cod1ngTogether 16 วันที่ผ่านมา

      Yeah, it has a free tier as well with limited access atm 50 requests per day: ai.google.dev/pricing#1_5pro

  • @lvcas9313
    @lvcas9313 16 วันที่ผ่านมา

    Thanks bro, very objective. I will be using those codes from now on. It is basic and effective

    • @Cod1ngTogether
      @Cod1ngTogether 16 วันที่ผ่านมา

      Hey Buddy, thank you for your feedback. You are welcome! 😄 Check out my other videos, I have a lot of helpful tips waiting for you.

  • @tonkyboy8920
    @tonkyboy8920 18 วันที่ผ่านมา

    Thank you! Awesome and helpful.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      You are welcome 😄🤗

  • @tonkyboy8920
    @tonkyboy8920 18 วันที่ผ่านมา

    Why not use a real library for this? 😄That's why we cool devs have them!

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      I would. Check out my other shorts, i already did a video about it.

    • @tonkyboy8920
      @tonkyboy8920 17 วันที่ผ่านมา

      @ ty buddy

  • @tonkyboy8920
    @tonkyboy8920 18 วันที่ผ่านมา

    I sometimes give google AI a chance, and I am often disappointed by the answers... Maybe OpenAI doesn't deliver the best results, but they know how to handle Users.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      Yeah the gemini responses suck sometimes.

  • @tonkyboy8920
    @tonkyboy8920 18 วันที่ผ่านมา

    X has just a crazy data power due to its platform. Interested to see where this will go.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      Yeah. Thats why i was excited to try it out. In the x app there is a free tier available atm.

  • @thesupercoach
    @thesupercoach 18 วันที่ผ่านมา

    That's some pretty nasty code right there.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      What do you think is nasty about? The regex part or in general?

    • @hitbox7422
      @hitbox7422 18 วันที่ผ่านมา

      And you are the reason it is like that in the first place.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      Its hard to work with this criticism if i dont know what exactly. Can’t improve it if i dont know whats the reason for this comment.

    • @hitbox7422
      @hitbox7422 18 วันที่ผ่านมา

      @@Cod1ngTogether oh I wasn’t criticizing you, I was talking to the guy that opened that comment.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      Oh sorry and thank for your clarification 🤩 i hope he will answer why he thinks so.

  • @OldCatPerson
    @OldCatPerson 18 วันที่ผ่านมา

    Just starting out. This was helpful and added to what I have learned. Thanks.

    • @Cod1ngTogether
      @Cod1ngTogether 18 วันที่ผ่านมา

      You are welcome buddy. I wish you success on your further journey! Keep going. 😄

  • @Cod1ngTogether
    @Cod1ngTogether 19 วันที่ผ่านมา

    NOTE: you don’t need the if return True else return False Part. But it doesn’t hurt for readability to use it.

  • @lamp007
    @lamp007 19 วันที่ผ่านมา

    This is a bad regret for a phone number my guy. Add optional dashes, and add optional opening parenthesis after the country code, and an optional closing parenthesis after the area code as well. Your regex is too rigid and not useful for most applications.

    • @Cod1ngTogether
      @Cod1ngTogether 19 วันที่ผ่านมา

      Yeah thats a very specific usecase. But like said in the video if you need more robust check out the phonenumbers library provided by google. 😄 like shown here: th-cam.com/users/shortscXVj7961HmI?si=wqC5MBts0ndqVzSf Should have linked it 😄

  • @Kali187
    @Kali187 19 วันที่ผ่านมา

    World doesn’t end on American phone numbers and formats. What about spaces? Parentheses? Dashes?

    • @Cod1ngTogether
      @Cod1ngTogether 19 วันที่ผ่านมา

      You are right! Thats why i called it basic validation and said at the end: for a more robust validaten check out the phonenumbers library provided by google. 😄

    • @Cod1ngTogether
      @Cod1ngTogether 19 วันที่ผ่านมา

      Validate a Phone Number in Python #python #programming #coding #codingtogether th-cam.com/users/shortscXVj7961HmI?feature=share Could check out my video about. Just forgot to link it 😄

  • @eboyd53
    @eboyd53 20 วันที่ผ่านมา

    Might be a good start of US phone numbers but the phone number industry standards are quite complex. Using the Google library for phone number validation is probably better since it would be updated as the phone number algorithms update because a new country code or a new area code is given. +COUNTRYCODE (NPA) NXX-STATION

    • @Cod1ngTogether
      @Cod1ngTogether 19 วันที่ผ่านมา

      Yeah I agree! That's why I earlier made a video about: th-cam.com/users/shortscXVj7961HmI But on TikTok i got a lot of feedback saying: You don't need all the time a full suit for simple basic validation, that's why I made this video with the comment for more robust use Googles Library.

  • @Cod1ngTogether
    @Cod1ngTogether 20 วันที่ผ่านมา

    Scared about regex? 🤣

  • @IOSCloud-z8v
    @IOSCloud-z8v 20 วันที่ผ่านมา

    @Cod1ngTogether I want to implement the save history and use that prompts in future prompts and voice chat in this flask python chatbot, can you suggest me the best suitable resource for this please

  • @IOSCloud-z8v
    @IOSCloud-z8v 21 วันที่ผ่านมา

    How to share the executable file or link to others to this service without the code share please

    • @IOSCloud-z8v
      @IOSCloud-z8v 21 วันที่ผ่านมา

      Please help me with this

    • @Cod1ngTogether
      @Cod1ngTogether 21 วันที่ผ่านมา

      Python isnt the best language to create compiled software. But if .ou want to, check out: 1. Compile your code with Cython to protect it. 2. Use PyInstaller to bundle the compiled files into an executable. Another way would be to pack the function into an API and offer the API protected to the ppl you want to give it to. Both ways are some work that have to be done.

    • @IOSCloud-z8v
      @IOSCloud-z8v 21 วันที่ผ่านมา

      @@Cod1ngTogether Ok, What alternative you would suggest please if not python

    • @Cod1ngTogether
      @Cod1ngTogether 21 วันที่ผ่านมา

      That's hard to answer, cause it's out of my expertise. But Java and C++ might be good for compiled software. Or something like flutter if you want to bring it to mobile.

  • @ConstanceMkhize-j7s
    @ConstanceMkhize-j7s 24 วันที่ผ่านมา

    Never hard code API Key

    • @Cod1ngTogether
      @Cod1ngTogether 24 วันที่ผ่านมา

      Yeah. Never ever! 😄

  • @Cod1ngTogether
    @Cod1ngTogether 25 วันที่ผ่านมา

    01:18 Update: Sorry Pythoneers, I made a mistake I just saw! If you want to use the API better go for the grok-2 models like shown here: console.x.ai/team/fa19e94e-7911-4433-9d02-e656ba0b796a/models?cluster=us-east-1 One of these: grok-2-vision-1212 grok-2-1212 grok-2 grok-2-latest They have access to the x real-time data. So my review at the end is outdated!

  • @Cod1ngTogether
    @Cod1ngTogether 25 วันที่ผ่านมา

    What will you use the grok API for? Let us know! 😄

  • @edoardodepiccoli3004
    @edoardodepiccoli3004 26 วันที่ผ่านมา

    thank you!

    • @Cod1ngTogether
      @Cod1ngTogether 26 วันที่ผ่านมา

      You are welcome 🤗

  • @Rubricube
    @Rubricube หลายเดือนก่อน

    Could you show how to send a phone number in python (With SS7 or some other method, without API's?)

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Hey buddy, unfortunately, this involves advanced telecom protocols like SS7, which require specialized knowledge and access to carrier-grade systems-it's outside my area of expertise.

    • @Rubricube
      @Rubricube หลายเดือนก่อน

      @@Cod1ngTogether That's unfortunate, Let me know when you get SS7 access.

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    The phonenumbers library is a Python port of Google’s 2009 libphonenumber, designed to parse, validate, and manipulate phone numbers internationally.

  • @Elyonjoshpeter
    @Elyonjoshpeter หลายเดือนก่อน

    Nice 👍👍

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    Merry Christmas and Happy Holidays. 🎄🎁

  • @ellickau
    @ellickau หลายเดือนก่อน

    your Screen is too small to read

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Ty for your feedback. Good to know! 😄would you suggest zooming in in the current relevant stuff?

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    Is Grok on your AI radar cause of its x access possibilities? 😄

  • @rounakshow2150
    @rounakshow2150 หลายเดือนก่อน

    I think the o1 model is currently only available for Tier5 users. I am not talking about the o1-preview model

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Yeah u might be right. 👍🏻 I personally dint like that they a are so expensive. And will stick to 4o or gemini flash 2.0. the can do the most stuff i do.

  • @eboyd53
    @eboyd53 หลายเดือนก่อน

    You might also want to validate the hostname of the email address in your is_valid_email function. An email string can be valid without being a valid email to send to.

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Good addition, thank you! Might taggle this in a more extended video about this topic. 😄

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    Did you know these two ways? What do you use in your e.g. backend for email validation? 😅

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    I used this code in a while loop to check and document the uptime of a SaaS service we bought in the company. To see if they can hold their negotiated uptime. 😅

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    Could you use this in your projects? Lets us know. 😄

  • @theshadowmonarch-ashborn
    @theshadowmonarch-ashborn หลายเดือนก่อน

    How to install Gemini models

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      U mean locally? Unfortunately you cant Google doesnt serve them open source. You just can use them trough the google API. 😅

  • @GreytYT
    @GreytYT หลายเดือนก่อน

    Bro just use powershell ping command 💀

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Yeah we could. But what if you want to automate it with python cause you are not into powershell or have a Mac/ Linux machine? For ppl like this is this video. 😄

  • @haduncolo
    @haduncolo หลายเดือนก่อน

    Import speedtest😭😭

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Whats up buddy? 😂 do you know a built in?

  • @Cod1ngTogether
    @Cod1ngTogether หลายเดือนก่อน

    Is it worth to do in python? Or do you prefer simple web uis like google?

  • @nuclearpoint
    @nuclearpoint หลายเดือนก่อน

    less majestic neofetch

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Ah what? 😂

    • @nuclearpoint
      @nuclearpoint หลายเดือนก่อน

      @Cod1ngTogether neofetch is a linux program which displays info about your computer, it has a windows port too

  • @swapankumarbagchi3876
    @swapankumarbagchi3876 หลายเดือนก่อน

    Bro I have a question Is python the best programming language? Isn't c++ or Java much much faster than python?😊❤

    • @Cod1ngTogether
      @Cod1ngTogether หลายเดือนก่อน

      Great question! In my opinion Python isn’t the best but at least one of the top tier languages. And Python isn’t the fastest in terms of raw performance, but it’s often the best for beginners, rapid development, and data science. C++ and Java are indeed faster but more complex to learn due its compiling! 😄

    • @AmarMustafi-y4j
      @AmarMustafi-y4j 26 วันที่ผ่านมา

      yeah python is slower than both of those languages but C++ and Java are not beginner friendly so it means that Java and C++ are harder languages to learn

    • @Cod1ngTogether
      @Cod1ngTogether 26 วันที่ผ่านมา

      By far yeah. If you master C there is nothing on the world that can impress you anymore in Coding 😂😂