All Questions
Tagged with openai-whisper nlp
9 questions
1
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1
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55
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How to Process Data on GPU Instead of RAM for This Python Code?
I'm currently using the following code to process audio data, but it runs on the RAM. I want to offload the processing to the GPU to improve performance.
my code :
def prepare_dataset(batch):
...
- 15
0
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1
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302
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Importing Whisper in Azure Databricks gives an import error for Numba, despite installing the right version of NumPy
I want to implement Whisper in Azure Databricks for a transcription task. Installing Whisper works fine. When importing the module with import whisper it gives the following ImportError: Numba needs ...
- 11
0
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0
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1k
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How to transcribe multiple audio files at once using Whisper finetuned model?
TL;DR: I'm trying to transcribe multiple files together using Hugging face fine-tuned whisper ai model and extract the output as a single text file
I have this code which works and transcribes an ...
- 41
1
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2
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2k
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Hugging face model not transcribing the entire length of the audio file
Brief: I'm unable to transcribe more than a few seconds of audio in a 5 minute audio file using hugging face open ai whisper(finetuned) model.
I'm facing issues with transcribing a Indian local ...
- 41
2
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2
answers
5k
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How to increase maximum token size in a Hugging face model?
I'm unable to get more than a few character of transcription using a finetuned whisper ai model. I'm using google colab to run this. I tried max_new_token but it is returning an error if I enter a ...
- 41
1
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1
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910
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How to use model from huggingface to make an "app" which can transcribe a local indian language?
I'm looking to use this finetuned(https://huggingface.co/thennal/whisper-medium-ml) whisper model to make an app for personal use. I want to use google colaboratory to run this.
I'm not a developer ...
- 41
2
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1
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1k
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How to map word level timestamps to text of a given transcript?
I am currently developing a tool to visualize song lyrics. The tool computes the similarity in the phonetics of syllables and assigns a rhyme group to each syllable. Syllables belonging to the same ...
- 21
1
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1
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598
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Make Whisper use the LAST 30 sec chunk (and not the first)
According to Whisper, the notion is as follows:
Internally, the transcribe() method reads the entire file and processes the audio with a sliding 30-second window, performing autoregressive sequence-...
- 41
2
votes
1
answer
500
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spaCy sentence separation with dictionary source from OpenAI Whisper / WhisperX?
WhisperX is a whisper extension that does a really excellent job of text to speech with per-word timestamps.
I'd like to use spaCy to split up the text strings into sensible clauses but maintain a ...
- 21