best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. (by ml-tooling)
whisper.cpp
Port of OpenAI's Whisper model in C/C++ (by ggerganov)
| best-of-ml-python | whisper.cpp | |
|---|---|---|
| 16 | 187 | |
| 15,364 | 31,174 | |
| 0.7% | - | |
| 7.8 | 9.8 | |
| 1 day ago | 7 days ago | |
| Python | C | |
| Creative Commons Attribution Share Alike 4.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
best-of-ml-python
Posts with mentions or reviews of best-of-ml-python.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-10.
-
Ask HN: How to get back into AI?
For Python, here's a nice compilation: https://github.com/ml-tooling/best-of-ml-python/blob/main/RE...
- Best-Of Machine Learning with Python
-
Questions regarding Job Requirements for data analyst to data science transition?
You will need numpy, scipy, pandas, scikit-learn, Keras/tensorflow/pytorch, xgboost and many many many others. See this list for example.
- Awesome list of ML
- Are there any speech recognition modules so I can write one and do not have to rely on google and the likes?
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Learning opencv
Take a look at this list on github. It has a pretty comprehensive list of python image libraries.
- Best-of Machine Learning with Python
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
whisper.cpp
Posts with mentions or reviews of whisper.cpp.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-31.
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Show HN: I created automatic subtitling app to boost short videos
whisper.cpp [1] has a karaoke example that uses ffmpeg's drawtext filter to display rudimentary karaoke-like captions. It also supports diarisation. Perhaps it could be a starting point to create a better script that does what you need.
--
1: https://github.com/ggerganov/whisper.cpp/blob/master/README....
- LLaMA Now Goes Faster on CPUs
-
LLMs on your local Computer (Part 1)
The ggml library is one of the first library for local LLM interference. It’s a pure C library that converts models to run on several devices, including desktops, laptops, and even mobile device - and therefore, it can also be considered as a tinkering tool, trying new optimizations, that will then be incorporated into other downstream projects. This tool is at the heart of several other projects, powering LLM interference on desktop or even mobile phones. Subprojects for running specific LLMs or LLM families exists, such as whisper.cpp.
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Voxos.ai – An Open-Source Desktop Voice Assistant
I'm not sure if it is _fully_ openai compatible, but whispercpp has a server bundled that says it is "OAI-like": https://github.com/ggerganov/whisper.cpp/tree/master/example...
I don't have any direct experience with it... I've only played around with whisper locally, using scripts.
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Jarvis: A Voice Virtual Assistant in Python (OpenAI, ElevenLabs, Deepgram)
unless i'm misunderstanding `whisper.cpp` seems to support streaming & the repository includes a native example[0] and a WASM example[1] with a demo site[2].
[0]: https://github.com/ggerganov/whisper.cpp/tree/master/example...
- Wchess
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I've open sourced my Flutter plugin to run on-device LLMs on any platform. TestFlight builds available now.
Usage 1: Good to transcribe audio. An example use case could be to summarize YouTube videos or long courses. Usage 2: You talk with voice to your AI that responds with text (later with audio too). - https://github.com/ggerganov/whisper.cpp
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Scrybble is the ReMarkable highlights to Obsidian exporter I have been looking for
🗣️🎙️ whisper.cpp (offline speech-to-text transcription, models trained by OpenAI, CLI based, browser based)
- Whisper.wasm
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Whisper C++ not working for me. Anyone else?
Has anyone played around with Whisper C++ for swift? I'm hitting a snag even on the demo. I've downloaded the github repo and everything matches up with this video [ https://youtu.be/b10OHCDHDQ4 ] but when he hits the transcribe button, it actually prints out the captioning. When I do it, it skips that part and just says "Done...". But it, does everything else - plays the audio, says it's transcribing.. just doesn't show me the transcription: and it's not in the debug window either. But the demo isn't throwing any errors, and I haven't messed with the code really so this is their example. https://github.com/ggerganov/whisper.cpp
What are some alternatives?
When comparing best-of-ml-python and whisper.cpp you can also consider the following projects:
Awesome-WAF - 🔥 Web-application firewalls (WAFs) from security standpoint.
faster-whisper - Faster Whisper transcription with CTranslate2
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
Whisper - High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model
dtale - Visualizer for pandas data structures
bark - 🔊 Text-Prompted Generative Audio Model
ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
whisperX - WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
llama.cpp - LLM inference in C/C++
best-of-ml-python vs Awesome-WAF
whisper.cpp vs faster-whisper
best-of-ml-python vs ktrain
whisper.cpp vs Whisper
best-of-ml-python vs dtale
whisper.cpp vs bark
best-of-ml-python vs ffcv
whisper.cpp vs whisper
best-of-ml-python vs awesome-python
whisper.cpp vs whisperX
best-of-ml-python vs kmodes
whisper.cpp vs llama.cpp