whisper-asr-webservice
frogbase
whisper-asr-webservice | frogbase | |
---|---|---|
11 | 14 | |
1,664 | 754 | |
- | - | |
7.8 | 4.3 | |
13 days ago | 7 months ago | |
Python | Python | |
MIT License | MIT License |
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whisper-asr-webservice
- How I converted a podcast into a knowledge base using Orama search and OpenAI whisper and Astro
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Bazarr AI subs
Check https://github.com/openai/whisper & https://github.com/ahmetoner/whisper-asr-webservice
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Bulk download subtitles
I see that bazarr had already been mentioned. If there are no subtitles available, you can also generate the subtitles by connecting bazarr to the AI model whisper which you can self host locally. I run everything in containers, tried it a few times and it works quite well for me! It does however use some computational resources to generate the subtitles, how long processing takes depends on the chosen model accuracy.
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Writeout.ai – Transcribe and translate any audio files. Free and open source
You (essentially) need GPU but here you go:
https://github.com/ahmetoner/whisper-asr-webservice
For your requirements the medium.en model (max) should be satisfactory.
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Whispers AI Modular Future
What utilities related to Whisper do you wish existed? What have you had to build yourself?
On the end user application side, I wish there was something that let me pick a podcast of my choosing, get it fully transcribed, and get an embeddings search plus answer q&a on top of that podcast or set of chosen podcasts. I've seen ones for specific podcasts, but I'd like one where I can choose the podcast. (Probably won't build it)
Also on the end user side, I wish there was an Otter alternative (still paid $30/mo, but unlimited minutes per month) that had longer transcription limits. (Started building this, not much interest from users though)
Things I've seen on the dev tool side:
Gladia (API call version of Whisper)
Whisper.cpp
Whisper webservice (https://github.com/ahmetoner/whisper-asr-webservice) - via this thread
Live microphone demo (not real time, it still does it in chunks) https://github.com/mallorbc/whisper_mic
Streamlit UI https://github.com/hayabhay/whisper-ui
Whisper playground https://github.com/saharmor/whisper-playground
Real time whisper https://github.com/shirayu/whispering
Whisper as a service https://github.com/schibsted/WAAS
Improved timestamps and speaker identification https://github.com/m-bain/whisperX
MacWhisper https://goodsnooze.gumroad.com/l/macwhisper
Crossplatform desktop Whisper that supports semi-realtime https://github.com/chidiwilliams/buzz
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I made a free transcription service powered by Whisper AI
I think there's been talk to do speaker diarization with whisper-asr-webservice[0] which is also written in python and should be able to make use of goodies such as pyannote-audio, py-webrtcvad, etc.
Whisper is great but at the point we get to kludging various things together it starts to make more sense to use something like Nvidia NeMo[1] which was built with all of this in mind and more
[0] - https://github.com/ahmetoner/whisper-asr-webservice
[1] - https://github.com/NVIDIA/NeMo
- whisper-asr-webservice-client - A self-hosted OpenAI Whisper API client
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Show HN: A self-hosted OpenAI Whisper API client
(read the docs in the repo)
In terms of me not storing your data for this (I don't) I guess you'll just have to trust me?
[0] - https://github.com/ahmetoner/whisper-asr-webservice
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[P] OpenAI Whisper ASR Webservice API released
For more details: https://github.com/ahmetoner/whisper-asr-webservice
frogbase
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For people who tried whisper
If you’re looking to use a local deployment and are comfortable with python projects, this deployment was fairly easy to use: https://github.com/hayabhay/whisper-ui
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I have a two-step process for taking notes on transcripts that I'd like to share, but am also looking for feedback for the final step
I recommend using chat GPT to learn some very basic python/programming tho. I like this one https://github.com/hayabhay/whisper-ui which uses streamlit for easy to use UI for bulk transcriptions.
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(Preferably) Self Hosted Podcasts with searchable transcripts
This tool 2 out of the 4 items you mentioned: https://github.com/hayabhay/whisper-ui
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Whispers AI Modular Future
What utilities related to Whisper do you wish existed? What have you had to build yourself?
On the end user application side, I wish there was something that let me pick a podcast of my choosing, get it fully transcribed, and get an embeddings search plus answer q&a on top of that podcast or set of chosen podcasts. I've seen ones for specific podcasts, but I'd like one where I can choose the podcast. (Probably won't build it)
Also on the end user side, I wish there was an Otter alternative (still paid $30/mo, but unlimited minutes per month) that had longer transcription limits. (Started building this, not much interest from users though)
Things I've seen on the dev tool side:
Gladia (API call version of Whisper)
Whisper.cpp
Whisper webservice (https://github.com/ahmetoner/whisper-asr-webservice) - via this thread
Live microphone demo (not real time, it still does it in chunks) https://github.com/mallorbc/whisper_mic
Streamlit UI https://github.com/hayabhay/whisper-ui
Whisper playground https://github.com/saharmor/whisper-playground
Real time whisper https://github.com/shirayu/whispering
Whisper as a service https://github.com/schibsted/WAAS
Improved timestamps and speaker identification https://github.com/m-bain/whisperX
MacWhisper https://goodsnooze.gumroad.com/l/macwhisper
Crossplatform desktop Whisper that supports semi-realtime https://github.com/chidiwilliams/buzz
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[P] Whisper-UI Update: You can now bulk-transcribe, save & search transcriptions with Streamlit & SQLAlchemy 2.0 [details in the comments]
Github Repo: https://github.com/hayabhay/whisper-ui
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Self-host Whisper As a Service with GUI and queueing. Schibsted created a transcription service for our journalists to transcribe audio interviews and podcasts really quick.
People may also like this tool which is a bit more about searching the contents. https://github.com/hayabhay/whisper-ui
- Show HN: Self-host Whisper As a Service with GUI and queueing
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Audio equivalent of paperless?
There is whisper ui to create meta data (speech 2 text).
- Whisper-UI: You can now bulk-transcribe, save & search transcriptions from YouTube with OpenAI's Whisper, Streamlit & SQLAlchemy 2.0
- Whisper-UI Update: You can now bulk-transcribe, save & search transcriptions with Streamlit & SQLAlchemy 2.0
What are some alternatives?
whisper.cpp - Port of OpenAI's Whisper model in C/C++
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
generate-subtitles - Generate transcripts for audio and video content with a user friendly UI, powered by Open AI's Whisper with automatic translations and download videos automatically with yt-dlp integration
transcribe-anything - Input a local file or url and this service will transcribe it using Whisper AI. Completely private and Free 🤯🤯🤯
whisperX - WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
FlexGen - Running large language models on a single GPU for throughput-oriented scenarios.
whisper-asr-webservice-client
whisper-playground - Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/
gitbar-2023 - New release of gitbar website
nlp