whisper
pytube
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whisper | pytube | |
---|---|---|
343 | 24 | |
60,303 | 10,270 | |
5.9% | 2.2% | |
6.4 | 2.4 | |
14 days ago | 6 days ago | |
Python | Python | |
MIT License | The Unlicense |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
whisper
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Why I Care Deeply About Web Accessibility And You Should Too
Let’s not talk about local models as the hardware requirements are way beyond most of these people’s reach. I have a MacBook Air with an M2 chip and 8GB of RAM and can hardly run Whisper locally, so I use this HuggingFace space.
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How I built NotesGPT – a full-stack AI voice note app
Last week, I launched notesGPT, a free and open source voice note app that has 35,000 visitors, 7,000 users, and over 1,000 GitHub stars so far in the last week. It allows you to record a voice note, transcribes it uses Whisper, and uses Mixtral via Together to extract action items and display them in an action items view. It’s also fully open source and comes equipped with authentication, storage, vector search, action items, and is fully responsive on mobile for ease of use.
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Ask HN: Can AI break a speech audio into individual words?
I found a pretty good discussion in the topic here:
https://github.com/openai/whisper/discussions/1243
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WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper
There is a plot of language performance on their repo: https://github.com/openai/whisper
I am not aware of a multi-lingual leaderboard for speech recognition models.
- Ask HN: AI that allows you to make phone calls in a language you don't speak?
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Ask HN: Favorite Podcast Episodes of 2023?
I don't know how OP does it, but here's how I'd do it:
* Generate a transcript by runing Whisper against the podcast audio file: https://github.com/openai/whisper
* Upload transcript to ChatGPT and ask it to summarize.
* Automate all the above.
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Need advice
Ahh, that makes sense. I've been building something like that, but only from other languages into English using Whisper
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Subtitle is now open-source
Whisper already generates subtitles[0], supporting VTT and SRT so this is just a thin wrapper around that.
[0]: https://github.com/openai/whisper/blob/e58f28804528831904c3b...
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StyleTTS2 – open-source Eleven Labs quality Text To Speech
> although it does require you to wear headphones so the bot doesn't hear itself and get interrupted.
Maybe you can rely on some sort of speaker identification to sort this out?
https://github.com/openai/whisper/discussions/264
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Federated Finetuning of OpenAI's Whisper on Raspberry Pi 5
v3 only comes in one flavor: large.
I don’t think you’re going to have a good time running the large model on a Pi of any kind.
The large models are 32x slower than the tiny models, roughly.[0]
I’m seeing people report that the Pi 4 can transcribe 30 seconds of audio in somewhere between 30 seconds and 60 seconds with the tiny model.
You can do the math… 32x = 16 minutes to 32 minutes to transcribe 30 seconds of audio with the large model. Not a good time for most people.
The Pi 5 could be 2x to 3x faster.
I should benchmark my Pi 4 sometime (or Pi 5, if it ever shows up).
[0]: https://github.com/openai/whisper/blob/main/README.md#availa...
pytube
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Here's one way to deal with youtube blocking browsers which have ad blockers, i am not saying this is the best solution, since ublock and privacy possum aren't helping me rn
Then in the virtual environment pip install pytube, this is the documentation if you are interested.
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hey i have a problem with the pytube 15.0.0 library need help to solve it here is the error message:
This is a known issue, likely started by something on YouTube's end.
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YouTube Downloader
Pytube was used for YouTube video download logic.
- [Youtube Dl] Des alternatives à YT-DLP pour les scripts Python?
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pytube VS youtube-dl - a user suggested alternative
2 projects | 3 Apr 2023
- pytube3 doesn't work suddenly
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Is there a way to download a list of YouTube videos based on a list of artists/songs in text format.
$ python3 Python 3.10.6 (main, Nov 14 2022, 16:10:14) [GCC 11.3.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> from pytube import Search >>> s = Search('once in a lifetime talking heads'); >>> print('https://youtu.be/%s' % s.results[0].video_id) Unexpected renderer encountered. Renderer name: dict_keys(['reelShelfRenderer']) Search term: once in a lifetime talking heads Please open an issue at https://github.com/pytube/pytube/issues and provide this log output. https://youtu.be/5IsSpAOD6K8
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I Built an AI Search Engine that can find exact timestamps for anything on Youtube using OpenAI Whisper
If a transcript doesn’t exist, download the audio of the video as an mp3 file with Pytube and use our first ML model, OpenAI Whisper to transcribe
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Making YouTube Mentions Tracker in Python
After all the parsing is done, we need to download videos from returned URLs using pytube. Here we only download audio with filter(only_audio=True) option as this is what we only need for transcript and defining output_path to create videos/ path with filename that was done at the parsing stage, i.e absolute filename.
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Automatically Transcribe YouTube Videos with OpenAI Whisper
pip install git+https://github.com/openai/whisper.git pip install git+https://github.com/pytube/pytube.git pip install pandas
What are some alternatives?
vosk-api - Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
pytchat - library for youtube chat.
silero-vad - Silero VAD: pre-trained enterprise-grade Voice Activity Detector
youtube-search-python - 🔎 Search for YouTube videos, channels & playlists. Get 🎞 video & 📑 playlist info using link. Get search suggestions. WITHOUT YouTube Data API v3.
buzz - Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.
Twitch-Python - Object-oriented Twitch API for Python developers
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
yugiohcards - A Python API wrapper for YGOProDeck.
whisper.cpp - Port of OpenAI's Whisper model in C/C++
metoffer - A simple Python wrapper for the API provided by the British Met Office known as DataPoint with additional tools for handling the returned data.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
linqit - Extend python lists operations using .NET's LINQ syntax for clean and fast coding.