yoosif0 / arabic-tacotron-tts Goto Github PK

WARNING:tensorflow:From /home/arabic-tacotron-tts/models/tacotron.py:56: MultiRNNCell.init (from tensorflow.python.ops.rnn_cell_impl) is deprecated and will be removed in a future version.
Instructions for updating:
This class is equivalent as tf.keras.layers.StackedRNNCells, and will be replaced by that in Tensorflow 2.0.
Initialized Tacotron model. Dimensions:
embedding: 256
prenet out: 128
encoder out: 256
decoder out (5 frames): 400
decoder out (1 frame): 80
postnet out: 256
linear out: 1025
Loading checkpoint: demo/model.ckpt-200000
WARNING:tensorflow:From /home/arabic-tacotron-tts/synthesizer.py:23: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.

2022-04-24 22:52:06.595957: E tensorflow/stream_executor/cuda/cuda_driver.cc:318] failed call to cuInit: UNKNOWN ERROR (303)
WARNING:tensorflow:From /home/arabic-tacotron-tts/synthesizer.py:24: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead.

WARNING:tensorflow:From /home/arabic-tacotron-tts/synthesizer.py:25: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.

Serving on port 9200
الْق.........................................................................
when i add diacritized text , nothing is hapen
what should i add to complete the steps of pre-trained model

Hi,
I have used this model to train on my speech Urdu dataset. It contains 10000 .wav files of 15 hours speech dataset. Average file is size 5.4 sec. I used default parameters and trained for 50000 steps. I used transliterated labels and transliteration_cleaner. Here is the alignment.

There is a grave need for a batch TTS

I can't find temp_filtered.csv file
anyone can help me ?

I got this error when I invoked py demo_server.py regardless if I included the check point or not.

2021-12-31 02:11:16.182040: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2021-12-31 02:11:16.182221: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
Traceback (most recent call last):
File "C:\Users\user\desktop\arabic-tacotron-tts\demo_server.py", line 3, in
from hparams import hparams, hparams_debug_string
File "C:\Users\user\desktop\arabic-tacotron-tts\hparams.py", line 5, in
hparams = tf.contrib.training.HParams(
AttributeError: module 'tensorflow' has no attribute 'contrib'

Do you know what could have gone wrong here?

salaam 3laikm :)
great work on this project. can you please re-upload the weights ?

I am getting the following error:
Data loss: Unable to open table file .\weights\model.ckpt-200000.data-00000-of-00001: Data loss: not an sstable (bad magic number): perhaps your file is in a different file format and you need to use a different restore operator?

temp_filtered.csv contains 906 samples, do you have any rest data of Arabic Speech Corpus? As I download it. it has 1813 samples.
Thanks!

in the 'Quick start' section, it says "Use version 3.5 instead of newer python versions for TensorFlow support"
but on the TensorFlow website, they say "TensorFlow is tested and supported on the following 64-bit systems: Python 3.7–3.9"
so, can I ignore what you are saying about using python 3.5 instead of the newer version?

Hello, I'm a beginner and trying to implement tacotron2, but I have a problem with using TensorFlow since from what I have understood I don't have a suitable GPU.
I'm using Macbook Pro 2012 that has the following specification:
Graphics: Intel® HD Graphics 4000 (IVB GT2)
Disk space: 512.1 GB SSD
Memory: 8 GB
Processor: Intel® Core™ i5-3210M CPU @ 2.50GHz × 4
I'm also using dual boot with OS X and Ubuntu

Do you have any recommendations on what GPU is suitable? or maybe one provided in the cloud? or any way around this issue?
Any help is much appreciated

Hello developers. I am not a programmer, but I want to make some suggestions for improving the quality and supporting a wider variety of users.
First, I request to change the vocoder to a better one like hi fi gan or melgan if it supports direct text to speech output without mel spectrograms. The second thing I want to suggest is sapifying the project, which means porting the project to be used by sapi5(speech application programming interface) programs, like text readers, ebook readers, screen readers for blind people and other assistive technologies for windows. The tts system should be responsive and not laggy before the speech and in the middle of it. I hope that we blind people can find a good free responsive arabic tts to read our texts, without relying on payed voices made by the west. I hope you consider my suggestions and that this project isn't dead. Thanks for your great help.

Hey,

i was wondering how can i demo the model without a server , for example the input is a txt file where i have put all text sentences i would like to be synthesized then i get set of wav files for each sentence

alsalam alikum
i would like to run it on an embedded device such as raspberry pi and thus i need a dll or a simple lite way to run it or devices with limited resources. It is possible to integrate it into festival or into the libraries supported by the Speech Dispatcher. please give me a feed back

thank you in advance
regards,
Dr. Sherif Omran

This is more of a question rather than an issue, I installed arabic-tacotron on 2 machines, one with a i5 cpu and 4G Rams, the other i7 with 8G rams. On those machines it took arabic-tacotron 125 seconds (i5) and 95 seconds (i7) to produce the sound.
The english tacotron of Kiethito produces sound after 35 seconds on the i7 machine.
Wonder if you can share how much time arabic-tacotron takes to produce sound on machines that you installed it on, and what might be causing the big slow down compared to Kiethito's tacotron.
Also are there any plans to port it to tensor 2?

Hi @youssefsharief , I am wondering if you've published a paper with mentioned result.
could i have your mail, please ?

@youssefsharief

temp_filtered.csv contains 906 samples, do you have any rest data of Arabic Speech Corpus? As I download it. it has 1813 samples.
Thanks!

when i run the Demo server i get this error and i didn't know how to fix it or what should i do !

Loading checkpoint: ./home/khalyl/Desktop/work/tacotron/arabic-tacotron-tts/model.ckpt-20000 Traceback (most recent call last): File "demo_server.py", line 91, in <module> synthesizer.load(args.checkpoint) File "/home/khalyl/Desktop/work/tacotron/arabic-tacotron-tts/synthesizer.py", line 26, in load saver.restore(self.session, checkpoint_path) File "/home/khalyl/anaconda3/envs/tacotronenv/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1715, in restore if not checkpoint_exists(compat.as_text(save_path)): File "/home/khalyl/anaconda3/envs/tacotronenv/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 2056, in checkpoint_exists if file_io.get_matching_files(pathname): File "/home/khalyl/anaconda3/envs/tacotronenv/lib/python3.5/site-packages/tensorflow/python/lib/io/file_io.py", line 342, in get_matching_files for single_filename in filename File "/home/khalyl/anaconda3/envs/tacotronenv/lib/python3.5/site-packages/tensorflow/python/framework/errors_impl.py", line 519, in __exit__ c_api.TF_GetCode(self.status.status)) tensorflow.python.framework.errors_impl.NotFoundError: ./home/khalyl/Desktop/work/tacotron/arabic-tacotron-tts; No such file or directory

Did you downsample the dataset before extracting Mel spectrum?