Error while training the dataset

DeepSpeech
#1

cv-invalid
cv-other-dev
cv-other-test
cv-other-train
cv-valid-dev
cv-valid-test
cv-valid-train
LICENSE.txt
README.txt
cv-invalid.csv
cv-other-dev.csv
cv-other-test.csv
cv-other-train.csv
cv-valid-dev.csv
cv-valid-test.csv
cv-valid-train.csv

my dataset is in this format which I downloaded it from kaggle
link for dataset:https://www.kaggle.com/mozillaorg/common-voice

when I try to run the training command
!./DeepSpeech.py -train_batch_size 128 --dev_batch_size 128 --test_batch_size 128 --drop_source_layers 2 --show_progressbar True --alphabet_config_path /content/DeepSpeech/data/alphabet.txt --train_files /content/cv-valid-train.csv --dev_files /content/cv-valid-dev.csv --test_files /content/cv-valid-test.csv --epochs 1 --export_dir /content/drive/MyDrive/common_voice_eng/Output --checkpoint_dir /content/drive/MyDrive/common_voice_eng/checkpoint --load_cudnn

it shows error as

raise RuntimeError(‘No transcript data (missing CSV column)’)
RuntimeError: No transcript data (missing CSV column)

#2

This is old content, please use actual content and perform import as documented using import_cv2.py

1 Like
#4

We can’t help about that, sorry.

#5

Will common voice corpus 1 dataset work for deepspeech version 0.9.3?

#6

Yes, format of CV is the same, but less material. But if you can’t get hold of a server that can hold this amount of data, it will be hard for you to do anything useful. Look at the importers, maybe another dataset is better suited for you?

#7

I have a doubt can I train common voice dataset on windows 10 CMD?
I tried running some of the commands from deepspeech train your own model but they aren’t working.
Is there any way I can train it on windows?

#8

Training on Windows is really hard. Try Google Colab if you don’t have a Linux server.

#9

Yes but how do I import dataset on Google colab because the common voice dataset is too big.

#10

There are many google hits for “working with big datasets in Google Colab” e.g. upload it to your Google drive.
If you have a precise problem on running DeepSpeech you may find help here but this is not the regular Colab support.

1 Like