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Port of OpenAI's Whisper model in C/C++

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Update: This PR adds AVX 512-bit support. The performance compared to AVX2 is worse. Either I am not utilising correctly the 512-bit instructions set, or it simply does not provide...

Good day everyone! I'm thinking about bindings for Python. So far, I'm interested in 4 functionalities: 1. Encoder processing 2. Decoder processing 3. Transcription of audio (feed audio bytes, get...

enhancement
build

Hi, maybe it is a little stupid to ask, I used to run python files instead of C++, I would appreciate if someone could teach me how to run the...

question

Do whatever he does for uWebSockets in this project too: https://github.com/uNetworking/uWebSockets/issues/1508

build
ideas

It's clear that leveraging a GPU makes processing faster, and I believe in principle WebGPU is available in SIMD. Is it even feasible to integrate with the GPU where available...

question

Would be nice if someone can help and provide build instructions for Windows. I think the only thing that might need an update is the [pthread dependency in ggml.c](https://github.com/ggerganov/whisper.cpp/blob/310f4883d1d4bbba56a69f560870566ed1e4ed76/ggml.c#L12). The...

help wanted
build

What you are doing with this project is amazing. The Web Assembly example works great. Do you think it's possible to use your "Stream" example in Web Assembly? An example...

enhancement

I think it is not technically necessary to download the model and load it from the local disk. Could there be an option to hardcode and/or enter URL for model...

enhancement

Would it be possible to prevent web page (whisper.wasm) from being unresponsive during transcription or is it required outcome by the design of web browsers? PS. Thank you for creating...

enhancement

See #99 for more details - it's the same idea but for VSCode

ideas