TTS | 🐸💬 - a deep learning toolkit for Text-to-Speech | Speech library

 by   coqui-ai Python Version: 0.22.0 License: MPL-2.0

kandi X-RAY | TTS Summary

kandi X-RAY | TTS Summary

TTS is a Python library typically used in Artificial Intelligence, Speech, Deep Learning, Pytorch applications. TTS has no bugs, it has no vulnerabilities, it has build file available, it has a Weak Copyleft License and it has medium support. You can install using 'pip install TTS' or download it from GitHub, PyPI.

Underlined "TTS*" and "Judy*" are TTS models.
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            kandi-support Support

              TTS has a medium active ecosystem.
              It has 12468 star(s) with 1630 fork(s). There are 170 watchers for this library.
              There were 5 major release(s) in the last 12 months.
              There are 25 open issues and 571 have been closed. On average issues are closed in 28 days. There are 15 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of TTS is 0.22.0

            kandi-Quality Quality

              TTS has 0 bugs and 0 code smells.

            kandi-Security Security

              TTS has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              TTS code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              TTS is licensed under the MPL-2.0 License. This license is Weak Copyleft.
              Weak Copyleft licenses have some restrictions, but you can use them in commercial projects.

            kandi-Reuse Reuse

              TTS releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 25506 lines of code, 1453 functions and 285 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed TTS and discovered the below as its top functions. This is intended to give you an instant insight into TTS implemented functionality, and help decide if they suit your requirements.
            • Train the model .
            • Integrate quadratic spline .
            • Compute speech synthesis .
            • convert number to Chinese
            • Generate matplotlib plot .
            • Transfers audio to a specific speaker .
            • Perform a single step .
            • Loads TTS samples .
            • Discretized mixture logistic loss .
            • Setup the generator .
            Get all kandi verified functions for this library.

            TTS Key Features

            No Key Features are available at this moment for TTS.

            TTS Examples and Code Snippets

            copy iconCopy
               //SPEECH TO TEXT DEMO
                speechToText.setOnClickListener({ view ->
            
                    Snackbar.make(view, "Speak now, App is listening", Snackbar.LENGTH_LONG)
                            .setAction("Action", null).show()
            
                    TranslatorFactory
                            .  
            jetson-voice,Text-to-Speech (TTS)
            Pythondot img2Lines of Code : 24dot img2no licencesLicense : No License
            copy iconCopy
            $ examples/tts.py --output-device 11 --output-wav data/audio/tts_test
            
            > The weather tomorrow is forecast to be warm and sunny with a high of 83 degrees.
            
            Run 0 -- Time to first audio: 1.820s. Generated 5.36s of audio. RTFx=2.95.
            Run 1 -- Time to   
            copy iconCopy
            CUDA_VISIBLE_DEVICES=0 python UnetTTS_syn.py
            
            from UnetTTS_syn import UnetTTS
            
            models_and_params = {"duration_param": "train/configs/unetts_duration.yaml",
                                "duration_model": "models/duration4k.h5",
                                "acous_param  
            Aggregate the given global tts summary .
            pythondot img4Lines of Code : 44dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def aggregate_global_cache(self, global_tt_summary_cache):
                """Merges the given caches on tpu.
            
                Args:
                  global_tt_summary_cache: The global tensor tracer summary cache tensor
                    with shape (num_cores, num_traced_tensors, num_traced_si  
            Renders a TTS query to a string
            javadot img5Lines of Code : 12dot img5License : Permissive (MIT License)
            copy iconCopy
            @Override
            	public String render(Type type, List args, SessionFactoryImplementor factory) throws QueryException {
            
            		if (args == null || args.size() != 3) {
            			throw new IllegalArgumentException("The function must be passed 2 arguments");
            		}
            
            		Strin  
            Build a voice assistant to open the application with a path in the curly bracket
            Pythondot img6Lines of Code : 6dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            paths = {
                "chrome": ['open', '/Applications/Google Chrome.app'],
                "excel": ['open', '/System/Applications/Microsoft Excel.app'],
                "calculator": ['open', '/System/Applications/Calculator.app'],
            }
            
            How to change the speed of speech in amazon polly (python)
            Pythondot img7Lines of Code : 12dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            
                 In some cases, it might help your audience to slow 
                 the speaking rate slightly to aid in comprehension.
            
            
            or
            
            
                 In some cases, it might help your audience to slow 
                 the speaking rate slightly to aid in comprehension.
            
            
            beautifulsoup returns none when using find() for an element
            Pythondot img8Lines of Code : 8dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            for singlepaper in paperResults:
                paperyear = singlepaper.find(class_="datePublished")
                print(paperyear)
            
            for singlepaper in paperResults:
                paperyear = singlepaper.find('span', itemprop="datePublished")
               
            How to install tensrflow==2.3.1?
            Pythondot img9Lines of Code : 2dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            pacman -S tensorflow
            
            Pandas crosstab how can i get two values of mean aggregation
            Pythondot img10Lines of Code : 6dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            out = df.groupby('DAY')[['TTM','TTS']].mean().add_prefix('mean').reset_index()
            
                    DAY  meanTTM  meanTTS
            0  20210101      0.1      0.3
            1  20210102      0.3      0.4
            

            Community Discussions

            QUESTION

            I'm getting an error in making avatar bot in discord.js
            Asked 2022-Mar-27 at 19:13

            I wanted to make a command for my bot that returns the user avatar, but I am getting an error:

            ...

            ANSWER

            Answered 2022-Mar-27 at 19:10

            Collection#map returns an array and you try to send that. As you can only send a string, you can join the returned array using the Array#join method:

            Source https://stackoverflow.com/questions/71639335

            QUESTION

            Discord.js bot crashes with permission error
            Asked 2022-Mar-08 at 15:19

            There are two servers that I'm testing on, and on one server, the bot works, but the bot does not work on another server.

            However, the ping command works

            The command that makes the bot crash on only one server, while it works on another server

            ...

            ANSWER

            Answered 2022-Mar-08 at 07:35

            This means that your bot is missing permissions to (presumably) send messages on that server. You can prevent it from crashing by adding a .catch statement after sending the message like this:

            Source https://stackoverflow.com/questions/71390634

            QUESTION

            Embeds appearing as empty when sent discord.js
            Asked 2022-Feb-27 at 18:54

            i'm getting an error whenever I try to send an embed. This has only just started happening, and i've not done any form of updates (as far as I know) Here's my code:

            ...

            ANSWER

            Answered 2022-Feb-27 at 18:54

            With the newest update to Discords API your final line should be changed to this:

            Source https://stackoverflow.com/questions/71287087

            QUESTION

            Lifecycle OnLifecycleEvent is deprecated
            Asked 2022-Feb-25 at 18:06

            After updating lifecycle library to 2.4.0 Android studio marked all Lifecycle events as deprecated.

            ...

            ANSWER

            Answered 2021-Dec-16 at 18:53

            It's deprecated because they now expect you to use Java 8 and implement the interface DefaultLifecycleObserver. Since Java 8 allows interfaces to have default implementations, they defined DefaultLifecycleObserver with empty implementations of all the methods so you only need to override the ones you use.

            The old way of marking functions with @OnLifecycleEvent was a crutch for pre-Java 8 projects. This was the only way to allow a class to selectively choose which lifecycle events it cared about. The alternative would have been to force those classes to override all the lifecycle interface methods, even if leaving them empty.

            In your case, change your class to implement DefaultLifecycleObserver and change your functions to override the applicable functions of DefaultLifecycleObserver. If your project isn't using Java 8 yet, you need to update your Gradle build files. Put these in the android block in your module's build.gradle:

            Source https://stackoverflow.com/questions/70384129

            QUESTION

            About the usage of vocoders
            Asked 2022-Feb-01 at 23:05

            I'm quite new to AI and I'm currently developing a model for non-parallel voice conversions. One confusing problem that I have is the use of vocoders.

            So my model needs Mel spectrograms as the input and the current model that I'm working on is using the MelGAN vocoder (Github link) which can generate 22050Hz Mel spectrograms from raw wav files (which is what I need) and back. I recently tried WaveGlow Vocoder (PyPI link) which can also generate Mel spectrograms from raw wav files and back.

            But, in other models such as, WaveRNN , VocGAN , WaveGrad There's no clear explanation about wav to Mel spectrograms generation. Do most of these models don't require the wav to Mel spectrograms feature because they largely cater to TTS models like Tacotron? or is it possible that all of these have that feature and I'm just not aware of it?

            A clarification would be highly appreciated.

            ...

            ANSWER

            Answered 2022-Feb-01 at 23:05
            How neural vocoders handle audio -> mel

            Check e.g. this part of the MelGAN code: https://github.com/descriptinc/melgan-neurips/blob/master/mel2wav/modules.py#L26

            Specifically, the Audio2Mel module simply uses standard methods to create log-magnitude mel spectrograms like this:

            • Compute the STFT by applying the Fourier transform to windows of the input audio,
            • Take the magnitude of the resulting complex spectrogram,
            • Multiply the magnitude spectrogram by a mel filter matrix. Note that they actually get this matrix from librosa!
            • Take the logarithm of the resulting mel spectrogram.
            Regarding the confusion

            Your confusion might stem from the fact that, usually, authors of Deep Learning papers only mean their mel-to-audio "decoder" when they talk about "vocoders" -- the audio-to-mel part is always more or less the same. I say this might be confusing since, to my understanding, the classical meaning of the term "vocoder" includes both an encoder and a decoder.

            Unfortunately, these methods will not always work exactly in the same manner as there are e.g. different methods to create the mel filter matrix, different padding conventions etc.

            For example, librosa.stft has a center argument that will pad the audio before applying the STFT, while tensorflow.signal.stft does not have this (it would require manual padding beforehand).

            An example for the different methods to create mel filters would be the htk argument in librosa.filters.mel, which switches between the "HTK" method and "Slaney". Again taking Tensorflow as an example, tf.signal.linear_to_mel_weight_matrix does not support this argument and always uses the HTK method. Unfortunately, I am not familiar with torchaudio, so I don't know if you need to be careful there, as well.

            Finally, there are of course many parameters such as the STFT window size, hop length, the frequencies covered by the mel filters etc, and changing these relative to what a reference implementation used may impact your results. Since different code repositories likely use slightly different parameters, I suppose the answer to your question "will every method do the operation(to create a mel spectrogram) in the same manner?" is "not really". At the end of the day, you will have to settle for one set of parameters either way...

            Bonus: Why are these all only decoders and the encoder is always the same?

            The direction Mel -> Audio is hard. Not even Mel -> ("normal") spectrogram is well-defined since the conversion to mel spectrum is lossy and cannot be inverted. Finally, converting a spectrogram to audio is difficult since the phase needs to be estimated. You may be familiar with methods like Griffin-Lim (again, librosa has it so you can try it out). These produce noisy, low-quality audio. So the research focuses on improving this process using powerful models.

            On the other hand, Audio -> Mel is simple, well-defined and fast. There is no need to define "custom encoders".

            Now, a whole different question is whether mel spectrograms are a "good" encoding. Using methods like variational autoencoders, you could perhaps find better (e.g. more compact, less lossy) audio encodings. These would include custom encoders and decoders and you would not get away with standard librosa functions...

            Source https://stackoverflow.com/questions/70942123

            QUESTION

            speechSynthesis.getVoices (Web Speech API) doesn't show some of the locally installed voices
            Asked 2021-Dec-31 at 08:19

            I'm trying to use Web Speech API to read text on my web page. But I found that some of the SAPI5 voices installed in my Windows 10 would not show up in the output of speechSynthesis.getVoices(), including the Microsoft Eva Mobile on Windows 10 "unlock"ed by importing a registry file. These voices could work fine in local TTS programs like Balabolka but they just don't show in the browser. Are there any specific rules by which the browser chooses whether to list the voices or not?

            ...

            ANSWER

            Answered 2021-Dec-31 at 08:19

            OK, I found out what was wrong. I was using Microsoft Edge and it seems that Edge only shows some of Microsoft voices. If I use Firefox, the other installed voices will also show up. So it was Edge's fault.

            Source https://stackoverflow.com/questions/70490870

            QUESTION

            Discord error code 50006: Cannot send an empty message (Although message is displayed on terminal)
            Asked 2021-Dec-31 at 04:16

            I'm trying to build a simple Discord bot which finds information about a specific stock when its name or symbol is inputted by the user. I included my code which web-scraped all the data into another document, but it's included in my bot.py file. I have it set up so that when I type viewall, a list of all the stocks should appear. However, when typing that command in my Discord server, I get nothing. However, the output on my terminal is:

            ...

            ANSWER

            Answered 2021-Dec-31 at 04:09

            This is just my guess, but maybe variable response is not detected as a string. What you may want to try:

            Source https://stackoverflow.com/questions/70538332

            QUESTION

            Combining Object Detection with Text to Speech Code
            Asked 2021-Dec-28 at 16:46

            I am trying to write an object detection + text-to-speech code to detect objects and produce a voice output on the raspberry pi 4. However, as of right now, I am trying to write a simple python script that incorporates both elements into a single .py file and preferably as a function. I will then run this script on the raspberry pi. I want to give credit to Murtaza's Workshop "Object Detection OpenCV Python | Easy and Fast (2020)" and https://pypi.org/project/pyttsx3/ for the Text to speech documentation for pyttsx3. I have attached the code below. I have tried running the program and I always keep getting errors with the Text to speech code (commented lines 33-36 for reference). I believe it is some looping error but I just can't seem to get the program to run continuously. For instance, if I run the code without the TTS part, it works fine. Otherwise, it runs for perhaps 3-5 seconds and suddenly stops. I am a beginner but highly passionate in computer vision, and any help is appreciated!

            ...

            ANSWER

            Answered 2021-Dec-28 at 16:46

            I installed pyttsx3 using the two commands in the terminal on the Raspberry Pi:

            1. sudo apt update && sudo apt install espeak ffmpeg libespeak1
            2. pip install pyttsx3

            I followed the video youtube.com/watch?v=AWhDDl-7Iis&ab_channel=AiPhile to install pyttsx3. My functional code should also be listed above. My question should be resolved but hopefully useful to anyone looking to write a similar program. I have made minor tweaks to my code.

            Source https://stackoverflow.com/questions/70129247

            QUESTION

            pyQt5 execution stops when using pyttsx3 even with Threading
            Asked 2021-Dec-17 at 23:14

            Hi so essentially I'm writing an application that should provide a GUI along with speech recognition commands and the program should answer in TTS. I wrote a little test program because I wanted to learn threading with pyQt5 as it is needed to keep the GUI responsive - that's my understanding so far and it seems to work unless it tries to TTS.

            Now I have the problem that as long as I don't TTS the input, everything works fine. But with pyttsx3, the .runAndWait() function exits the execution of my code. This is the code in question: (The GUI has the slider to check if the threading works)

            ...

            ANSWER

            Answered 2021-Dec-17 at 23:14

            Ok, I was able to work around the problem myself. It was in fact the runAndWait() function from pyttsx3 that was breaking the program. Instead, I now use a combination of gTTS, pydub, soundfile, playsound, and pyrubberband.

            The speak function now looks like this:

            Source https://stackoverflow.com/questions/70383099

            QUESTION

            My Countdown Timer Stuck when phone screen is locked
            Asked 2021-Dec-13 at 07:03

            I have developed a workout app. I've two timers on the screen one is for the total timer and one for exercise time also some tts and MediaPlayer sounds. When the screen is locked my exercise timer is stuck after 10 seconds but my total remaining time timer is still running. So confused about why is it happening, I've verified battery optimization permission on\off but the issue is still the same. I've set a toast in tick function and I turn off the screen when I come back toast is showing but my timer is stuck. Can anyone help to get out of this? Thanks in advance. Countdown works fines when the screen is opened or connected to the charger.

            Exercise Timer code below... ...

            ANSWER

            Answered 2021-Dec-07 at 06:31

            Your activity is getting stopped or destroyed and that's why your timer gets stuck. To keep the timer running even if the app is closed or killed, see this way:-

            You can use this technique to detect how long the user was inactive (even when the app is in the background).

            1. Create a SharedPreference & its Editor object. Then declare 3 long variables such:

            Source https://stackoverflow.com/questions/70254998

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install TTS

            🐸TTS is tested on Ubuntu 18.04 with python >= 3.6, < 3.9. If you are only interested in synthesizing speech with the released 🐸TTS models, installing from PyPI is the easiest option. By default, this only installs the requirements for PyTorch. To install the tensorflow dependencies as well, use the tf extra. If you plan to code or train models, clone 🐸TTS and install it locally. If you are on Ubuntu (Debian), you can also run following commands for installation.

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            Install
          • PyPI

            pip install TTS

          • CLONE
          • HTTPS

            https://github.com/coqui-ai/TTS.git

          • CLI

            gh repo clone coqui-ai/TTS

          • sshUrl

            git@github.com:coqui-ai/TTS.git

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