Alphabet cannot encode transcript

[Mohammad]

Hey,
I was trying to train my own model with English data set .
(50 GB from common voice)
but after first epoch I’ve got following error:

Alphabet cannot encode transcript “” while processing sample “…/DataBase/en/clips/common_voice_en_1655Preformatted text6180.wav”, check that your alphabet contains all characters in the training corpus. Missing characters are: [].

does anybody knows why it happened?

[lissyx ((slow to reply) [NOT PROVIDING SUPPORT])]

@Mohammad

does anybody knows why it happened?

Care to follow the basic guidelines before reaching out to support and expose more precisely what " I was trying to train my own model with English data set ." stands for?

[Mohammad]

@lissyx

what " I was trying to train my own model with English data set ." stands for?

I downloaded 50GB dataBase from common voice and I was trying to train it with this guid but i’ve got the error that i mentioned in first comment.

[othiele (Olaf Thiele)]

The import script is not perfect, follow the guidelines and search before you post:

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We are happy for every new user of DeepSpeech. As it is under active development, stuff changes quickly and you might have problems running it. We are here to help and might point to this thread if needed Please do the following before posting: Search this forum or Google for your problem Read the documentation for your version here Check Github issues for more technical problems If you still struggle, feel free to open a new thread in this forum (don’t answer to this post). …

[EsakkiSundar_Varatharajan]

Im getting the same error. I followed the steps given in Training 0.9.1 and when I run the command python3 DeepSpeech.py --train_files ../data/CV/en/clips/train.csv --dev_files ../data/CV/en/clips/dev.csv --test_files ../data/CV/en/clips/test.csv

ValueError: Alphabet cannot encode transcript “it’s true then” while processing sample “/mnt/d/Sundar/DeepSpeechDataSet/cv-corpus-5.1-2020-06-22/en/clips/common_voice_en_22311413.wav”, check that your alphabet contains all characters in the training corpus. Missing characters are: [’’’].

Please let me know how to resolve this issue.

[rakesh_reddy (rakesh)]

Even am also getting the same error.can any one help me to get out of this.

ValueError: Alphabet cannot encode transcript “course 1 and course 2 mass been different” while processing sample “audio/Train/3770_2.wav”, check that your alphabet contains all characters in the training corpus. Missing characters are: [‘1’, ‘2’].

[michalis_p (michalis@indigital.gr)]

I have the same problem as described from Mohammad “missing characters are []”.
I am following the Playbook and I have put on the alphabet all words that appear on the .csv files (double checked it with check_characters.py.

How to put the “” character on the alphabet?

[ftyers (Francis Tyers)]

Not to advertise, but if you’re using Common Voice data, consider using commonvoice-utils which contains preprocessing code and language data for most of the languages of Common Voice.

[michalis_p (michalis@indigital.gr)]

I am not using common voice, I have my own voice and csv data that I parsed.
I found the source of the problem that I wrote.
The “” character was a wrong entry on the test.csv file that was producing the error. Actually I had the wav source, the length but the string was empty ("") so it couldn’t handle the empty wav string.

[ftyers (Francis Tyers)]

Great! So you solved it?

[michalis_p (michalis@indigital.gr)]

Yes, it was solved.
But still when using a different scorer the words are not recognized correctly.
While the words that were included on the training pack are being recognized with almost 100% success rate.
So my question now is if we will have to make a new training with the new vocabulary to have a better success rate?

[ftyers (Francis Tyers)]

The answer is probably yes, e.g. training with in domain data will improve your results.