@bharath.vadithya I still don’t know, also, with your simplified CSV file, what is the runtime error that you are facing.
i have given the full script for you …i am following https://youtu.be/aUSyzNr6iK8?t=1358 iam following this video exactly
The script is incorrectly pasted. The forum software mangles some of its content thinking this is text formatting information.
I am starting to run out of time to help you now. Please share pure text properly pasted so I can know exactly what you run.
If I can’t check what you do, do you understand that I cannot help you ?
i have given the full script information that iam using . if something is wrong then can you please suggest me to how a script file should me coded or built
Just paste it properly on the forum. Use proper code formatting feature. I really don’t know how to say it more clearly …
I’m also still waiting on the runtime error you face when running code against that CSV file.
iam not running any code on that csv file. i have just given the path in that script file under the flag --train_files /home/metlife-vad/DeepSpeech/minigir/train/miniger-train.csv \
How am I supposed to know that ? Then you likely still have an issue in /home/metlife-vad/DeepSpeech/minigir/train/miniger-train.csv ?
this message box is supporting the limited features for perfect code foramtting … but still iam sending you … can i go for screenshot for one last time
there is only one row in csv file as of now. and i have shared it to you …please check above.
i have sent csv file, script, error message. everything you want know
You keep giving confusing informations. Once “this is not this CSV that I am running”, now you state it is.
No, you have spread informations amongst the thread, with no consistency, and not sharing the script in a readable manner.
I still don’t know:
- what is your script, since your paste is broken and some of the script content is unavailable
- what is your dataset, since once you refer to a one-line csv and next you refer to some file on your filesystem
- what is the error when you run those
Please don’t, this will be problematic to others as well as to myself.
@bharath.vadithya I really don’t understand, since you have been able to properly paste your stack in Hindi accent using deepspeech. I just need the same proper formatting and all informations together, at once.
#!/usr/bin/env bash
set -xe
if [ ! -f DeepSpeech.py ]; then
echo “Please make sure you run this from DeepSpeech’s top level directory.”
exit 1
fi;
python3 -u DeepSpeech.py \
--train_files /home/metlife-vad/DeepSpeech/minigir/train/miniger-train.csv \
--dev_files /home/metlife-vad/Deepspeech/minigir/train/miniger-train.csv \
--test_files /home/metlife-vad/Deepspeech/minigir/train/miniger-train.csv \
--train_batch_size 48 \
--dev_batch_size 40 \
--test_batch_size 40 \
--n_hidden 1024 \
--epochs 64 \
--early_stop True \
--es_steps 6 \
--es_mean_th 0.1 \
--es_std_th 0.1 \
--dropout_rate 0.30 \
--learning_rate 0.0005 \
--report_count 100 \
--export_dir /metlife-models/ \
--checkpoint_dir /home/metlife-vad/Deepspeech/metlife-models/check_point \
--alphabet_config_path /home/metlife-vad/metlife-models/alphabet.txt \
--lm_binary_path /home/metlife-vad/Deepspeech/metlife-models/lm.binary \
--lm_trie_path /home/metlife-vad/Deepspeech/metlife-models/trie \
"$@"This is still wrong, but at least the meaningful part is right.
Wrongly pasted, again.
How hard can it be?
```
CODE
```
CODE
the csv file contains only this much data …for one audio file
+ '[' '!' -f DeepSpeech.py ']'
+ python3 -u DeepSpeech.py --train_files /home/metlife-vad/DeepSpeech/minigir/train/miniger-train.csv --dev_files /home/metlife-vad/Deepspeech/minigir/train/miniger-train.csv --test_files /home/metlife-vad/Deepspeech/minigir/train/miniger-train.csv --train_batch_size 48 --dev_batch_size 40 --test_batch_size 40 --n_hidden 1024 --epochs 64 --early_stop True --es_steps 6 --es_mean_th 0.1 --es_std_th 0.1 --dropout_rate 0.30 --learning_rate 0.0005 --report_count 100 --export_dir /metlife-models/ --checkpoint_dir /home/metlife-vad/Deepspeech/metlife-models/check_point --alphabet_config_path /home/metlife-vad/metlife-models/alphabet.txt --lm_binary_path /home/metlife-vad/Deepspeech/metlife-models/lm.binary --lm_trie_path /home/metlife-vad/Deepspeech/metlife-models/trie
Traceback (most recent call last):
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/indexes/base.py", line 4736, in get_value
return libindex.get_value_box(s, key)
File "pandas/_libs/index.pyx", line 51, in pandas._libs.index.get_value_box
File "pandas/_libs/index.pyx", line 47, in pandas._libs.index.get_value_at
File "pandas/_libs/util.pxd", line 98, in pandas._libs.util.get_value_at
File "pandas/_libs/util.pxd", line 83, in pandas._libs.util.validate_indexer
TypeError: 'str' object cannot be interpreted as an integer
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/metlife-vad/DeepSpeech/util/text.py", line 85, in text_to_char_array
transcript = np.asarray(alphabet.encode(series['transcript']))
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/series.py", line 1071, in __getitem__
result = self.index.get_value(self, key)
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/indexes/base.py", line 4744, in get_value
raise e1
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/indexes/base.py", line 4730, in get_value
return self._engine.get_value(s, k, tz=getattr(series.dtype, "tz", None))
File "pandas/_libs/index.pyx", line 80, in pandas._libs.index.IndexEngine.get_value
File "pandas/_libs/index.pyx", line 88, in pandas._libs.index.IndexEngine.get_value
File "pandas/_libs/index.pyx", line 131, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1607, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1614, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'transcript'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "DeepSpeech.py", line 931, in <module>
absl.app.run(main)
File "/home/metlife-vad/.local/lib/python3.7/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/home/metlife-vad/.local/lib/python3.7/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "DeepSpeech.py", line 915, in main
train()
File "DeepSpeech.py", line 435, in train
train_phase=True)
File "/home/metlife-vad/DeepSpeech/util/feeding.py", line 101, in create_dataset
df['transcript'] = df.apply(text_to_char_array, alphabet=Config.alphabet, result_type='reduce', axis=1)
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/frame.py", line 6928, in apply
return op.get_result()
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/apply.py", line 186, in get_result
return self.apply_standard()
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/apply.py", line 292, in apply_standard
self.apply_series_generator()
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/apply.py", line 321, in apply_series_generator
results[i] = self.f(v)
File "/home/metlife-vad/.local/lib/python3.7/site-packages/pandas/core/apply.py", line 112, in f
return func(x, *args, **kwds)
File "/home/metlife-vad/DeepSpeech/util/text.py", line 91, in text_to_char_array
raise ValueError('While processing: {}\n{}'.format(series['wav_filename'], e))
ValueError: ("While processing: /home/metlife-vad/DeepSpeech/minigir/wav/tmp.wav\n'transcript'", 'occurred at index 0')
You have unobvious errors on code that is well tested and exercized, so we need to get as much as possible context on your use.