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Whisper Alternatives
Similar projects and alternatives to Whisper
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ROCm
Discontinued AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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ArchiSteamFarm
C# application with primary purpose of farming Steam cards from multiple accounts simultaneously.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Cgml
GPU-targeted vendor-agnostic AI library for Windows, and Mistral model implementation.
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google-webfonts-helper
A Hassle-Free Way to Self-Host Google Fonts. Get eot, ttf, svg, woff and woff2 files + CSS snippets
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codebase-visualizer-action
Visualize your codebase during CI.
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just-an-email
App to share files & texts between your devices without installing anything
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Scrabble Solver by Kamil Mielnik
Free, open-source, and cross-platform analysis tool for Scrabble, Super Scrabble & Literaki. Quickly find top scoring words using given letters and board state. Available in English, French, German, Persian, Polish, Romanian & Spanish.
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cookwherever
Cook Wherever is an open source project to attempt to making cooking more accessible and engaging for everyone.
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TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better Whisper alternative or higher similarity.
Whisper reviews and mentions
Posts with mentions or reviews of Whisper.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-17.
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AMD's CDNA 3 Compute Architecture
Couple times in the past I wanted to port open source ML models from CUDA/Python to a better technology stack. I have ported Whisper https://github.com/Const-me/Whisper/ and Mistral https://github.com/Const-me/Cgml/ to D3D11. I don’t remember how much time I spent, but given both were unpaid part-time hobby projects, probably under 160 hours / each.
These software projects were great to validate the technology choices, but note I only did bare minimum to implement specific ML models. Implementing a complete PyTorch backend gonna involve dramatically more work. I can’t even estimate how much more because I’m not an expert in Python or these Python-based ML libraries.
Why would you want OpenCL? Pretty sure D3D11 compute shaders gonna be adequate for a Torch backend, and they even work on Linux with Wine: https://github.com/Const-me/Whisper/issues/42 Native Vulkan compute shaders would be even better.
Why would you want unified address space? At least in my experience, it’s often too slow to be useful. DMA transfers (CopyResource in D3D11, copy command queue in D3D12, transfer queue in VK) are implemented by dedicated hardware inside GPUs, and are way more efficient.
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Amazon Bedrock Is Now Generally Available
https://github.com/ggerganov/whisper.cpp
https://github.com/Const-me/Whisper
I had fun with both of these. They will both do realtime transcription. Bit you will have to download the training data sets…
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Why Nvidia Keeps Winning: The Rise of an AI Giant
Gamers don’t care about FP64 performance, and it seems nVidia is using that for market segmentation. The FP64 performance for RTX 4090 is 1.142 TFlops, for RTX 3090 Ti 0.524 TFlops. AMD doesn’t do that, FP64 performance is consistently better there, and have been this way for quite a few years. For example, the figure for 3090 Ti (a $2000 card from 2022) is similar to Radeon RX Vega 56, a $400 card from 2017 which can do 0.518 TFlops.
And another thing: nVidia forbids usage of GeForce cards in data centers, while AMD allows that. I don’t know how specifically they define datacenter, whether it’s enforceable, or whether it’s tested in courts of various jurisdictions. I just don’t want to find out answers to these questions at the legal expenses of my employer. I believe they would prefer to not cut corners like that.
I think nVidia only beats AMD due to the ecosystem: for GPGPU that’s CUDA (and especially the included first-party libraries like BLAS, FFT, DNN and others), also due to the support in popular libraries like TensorFlow. However, it’s not that hard to ignore the ecosystem, and instead write some compute shaders in HLSL. Here’s a non-trivial open-source project unrelated to CAE, where I managed to do just that with decent results: https://github.com/Const-me/Whisper That software even works on Linux, probably due to Valve’s work on DXVK 2.0 (a compatibility layer which implements D3D11 on top of Vulkan).
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Ask HN: Any recommendations for cheap, high-quality transcription software
I just used Whisper over the weekend to transcribe 5 hours of meeting, worked nicely and it can be run on a single GPU locally. https://github.com/ggerganov/whisper.cpp
There are a few wrappers available with GUI like https://github.com/Const-me/Whisper
- Voice recognition software for German
- I built a massive search engine to find video clips by spoken text
- Is there any good free AI-based translator?
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What are some good speech to text software?
You can try this implementation
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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.
I use this wrapper on Windows. You can do either live audio, or from an audio file. Just need to download the model you want from Hugging Face. https://github.com/Const-me/Whisper
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A note from our sponsor - InfluxDB
www.influxdata.com | 17 Apr 2024
Stats
Basic Whisper repo stats
31
7,074
6.5
6 months ago
Const-me/Whisper is an open source project licensed under Mozilla Public License 2.0 which is an OSI approved license.
The primary programming language of Whisper is C++.
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com