16 questions
0
votes
0
answers
121
views
Getting chunk level output with start and end timestamps with Whisper
I am using the Whisper3 model to transcribe several audio files. However, the output I am getting is in the form of a tensor. I would like to obtain text chunks with corresponding start and end ...
- 87
0
votes
0
answers
39
views
TypeError in quartznet.transcribe() from neMO
First time using this, so dk what's wrong.
files = ["/content/harvard.wav"] # Assuming you have defined this list elsewhere
raw_text = ''
text = ''
for fname, transcription in zip(files, ...
0
votes
0
answers
36
views
Model works well on input from microphone but terribly after it's streamed from websockets
I am building a voice-enabled assistant on the web. I am following this tutorial using Huggingface and Python. It uses the system microphone as the audio source, but I am using the microphone using ...
- 351
0
votes
0
answers
141
views
Whisper Inference
why transcribe stage we remove N_FRAMES from mel and in for loop over the mel_segment it didn't take the last segment if it's less than 3000 frame why? let's suppose that he mel = [80,4100] first mel ...
0
votes
0
answers
90
views
how to load to Colab a split of common_voice "spanish" dataset from HF?
I am trying to load the dataset "spanish" from Colab in just a 10% since it is too large, however it is still downloading the complete dataset from HuggingFace. I have tried two ways, by ...
0
votes
0
answers
335
views
Issue In Speechbrain with Hugging face
I'm working on colab and I got this error while i was using speechbrain.pretrained import EncoderDecoderASR
this is the data i used
minds_14 = load_dataset("PolyAI/minds14", "en-US&...
- 1
0
votes
0
answers
262
views
vosk transcription not loading, excessively long loading time that does not conclude
I'm trying to do ASR speech to text transcription using the VOSK API, I have downloaded all the required models and and imported the required modules however my transcription simply does not load
here ...
0
votes
1
answer
121
views
Mozilla deepspeech from deepspeech import Model not working
Im trying to use mozilla deepspeech to transcribe text however im running into issues importing the Model module.
here is my code
from deepspeech.model import model
model_file_path='deepspeech-0.9.3-...
1
vote
0
answers
12
views
Sphinxtrain: Unable to lookup word that exists in the dictionary
I'm adapting a sphinx model for Brazilian portuguese with my own data by following their tutorial and got stuck on the bw command in the "Accumulating observation counts" section. I made ...
- 86
0
votes
1
answer
354
views
react-speech-recognition package not working
It's a simple react package that convert user audio to text. I install the package and try its basic code example but it shows a error "RecognitionManager.js:247 Uncaught ReferenceError: ...
0
votes
1
answer
909
views
Why is Word Information Lost (WIL) calculated the way it is?
Word Information Lost (WIL) is a measure of the performance of an automated speech recognition (ASR) service (e.g. AWS Transcribe, Google Speech-to-Text, etc.) against a gold standard (usually human-...
- 362
4
votes
0
answers
524
views
Speaker Diarization is disabled even for supported languages in Google Speech-to-Text API V2
I'm trying to use Google's Speech-to-Text v2 API for transcription and speaker diarization.
Per this supported languages page, I should be able to create a Recognizer using the "long" model ...
- 362
0
votes
1
answer
26
views
How does placing the output (word) labels on the initial transitions of the words in an FST lead to effective composition?
I am going through hbka.pdf (WFST paper). https://cs.nyu.edu/~mohri/pub/hbka.pdf
A WFST figure for reference
Here the input label i, the output label o, and weight w of a transition are marked on the ...
1
vote
0
answers
656
views
Fine tunned Whisper-medium always predict "" for all samples
i'm trying to fine tunning whisper-medium for Koreans language.
Here is tutorial that i followed.
And here is my experiment setting
python==3.9.16
transformers==4.27.4
tokenizers==0.13.3
torch==2.0.0
...
- 11
2
votes
2
answers
3k
views
How to get all hugging face models list using python?
Is there any way to get list of models available on Hugging Face? E.g. for Automatic Speech Recognition (ASR).
6
votes
1
answer
6k
views
How to segment and transcribe an audio from a video into timestamped segments?
I want to segment a video transcript into chapters based on the content of each line of speech. The transcript would be used to generate a series of start and end timestamps for each chapter. This is ...
- 743