Use OpenAI Whisper on Windows PC
0Here's how to Use OpenAI Whisper on Windows PC.
i. Whisper AI is an open-source speech recognition model developed by OpenAI. It can be used to transcribe audio into text. To use Whisper AI locally, you will need to install it on your computer.
Here are the steps on how to install Whisper AI locally:
1. Go to the Whisper AI GitHub repository.
2. Click on the "Code" button and then click on "Download ZIP".
3. Extract the ZIP file to a location of your choice.
4. Open a terminal window and navigate to the directory where you extracted the ZIP file.
5. Run the following command to install the dependencies:
```
pip install -r requirements.txt
```
6. Run the following command to start Whisper AI:
```
python whisper.py
```
Once Whisper AI is started, you can start transcribing audio into text. To do this, you will need to provide Whisper AI with an audio file. You can do this by passing the path to the audio file to the `whisper.py` command. For example, to transcribe an audio file called `audio.wav`, you would run the following command:
```
python whisper.py audio.wav
```
Whisper AI will then transcribe the audio file into text and print the text to the terminal. You can also save the transcribed text to a file by passing the `-o` option to the `whisper.py` command. For example, to save the transcribed text to a file called `transcription.txt`, you would run the following command:
```
python whisper.py -o transcription.txt audio.wav
```
Whisper AI is a powerful tool that can be used to transcribe audio into text. It is easy to use and can be installed on any computer. If you need to transcribe audio into text, Whisper AI is a great option.
ii. You can run Whisper on CPU. However, it is important to note that Whisper is a large language model, and it can be computationally expensive to run on CPU. If you have a powerful CPU, you may be able to run Whisper without any problems. However, if you have a less powerful CPU, you may experience performance issues.
If you are experiencing performance issues when running Whisper on CPU, you can try the following:
* Reduce the batch size. The batch size is the number of audio files that Whisper processes at once. Reducing the batch size will reduce the amount of computation that Whisper needs to do, which can improve performance.
* Use a lower model size. Whisper is available in a variety of model sizes. Using a smaller model size will reduce the amount of computation that Whisper needs to do, which can improve performance.
* Use a GPU. If you have a GPU, you can use it to run Whisper. GPUs are much faster than CPUs for running machine learning models, so using a GPU can significantly improve performance.
If you are still experiencing performance issues after trying the above, you may need to upgrade your CPU or use a GPU.
iii. Yes, OpenAI Whisper is free to use. You can download the code from the OpenAI GitHub repository and install it on your computer. Once you have installed Whisper, you can start transcribing audio into text.
Whisper is a powerful tool that can be used to transcribe audio into text. It is easy to use and can be installed on any computer. If you need to transcribe audio into text, Whisper is a great option.
However, there is also a paid version of Whisper that offers some additional features, such as:
* The ability to transcribe audio in real time
* The ability to transcribe audio from multiple speakers
* The ability to transcribe audio in a variety of languages
If you need these additional features, you can subscribe to the paid version of Whisper. The paid version of Whisper is available on a monthly or yearly basis.
Here are some of the benefits of using OpenAI Whisper:
* It is free to use.
* It is easy to use.
* It can be installed on any computer.
* It is a powerful tool that can be used to transcribe audio into text.
Here are some of the limitations of using OpenAI Whisper:
* It can be computationally expensive to run on CPU.
* It is not as accurate as some other speech recognition models.
* It is not available in all languages.
Overall, OpenAI Whisper is a great option for anyone who needs to transcribe audio into text. It is free to use, easy to use, and can be installed on any computer. However, it is important to note that it can be computationally expensive to run on CPU and it is not as accurate as some other speech recognition models.