synthesizing | preferred inputs for neurons in neural networks | Machine Learning library

by Evolving-AI-Lab Python Version: Current License: MIT

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kandi X-RAY | synthesizing Summary

synthesizing is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. synthesizing has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However synthesizing build file is not available. You can download it from GitHub.

This repository contains source code necessary to reproduce some of the main results in the paper:. Nguyen A, Dosovitskiy A, Yosinski J, Brox T, Clune J. (2016). "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks.". NIPS 29. For more information regarding the paper, please visit www.evolvingai.org/synthesizing.

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Support

synthesizing has a low active ecosystem.

It has 475 star(s) with 95 fork(s). There are 30 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 11 have been closed. On average issues are closed in 502 days. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of synthesizing is current.

Quality

synthesizing has 0 bugs and 35 code smells.

Security

synthesizing has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

synthesizing code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

synthesizing is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

synthesizing releases are not available. You will need to build from source code and install.

synthesizing has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

synthesizing saves you 114 person hours of effort in developing the same functionality from scratch.

It has 289 lines of code, 11 functions and 3 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed synthesizing and discovered the below as its top functions. This is intended to give you an instant insight into synthesizing implemented functionality, and help decide if they suit your requirements.

Apply patch to images
Normalize image
Normalize single image

Get all kandi verified functions for this library.

synthesizing Key Features

No Key Features are available at this moment for synthesizing.

synthesizing Examples and Code Snippets

No Code Snippets are available at this moment for synthesizing.

Community Discussions

Trending Discussions on synthesizing

AWS CDK Creating RAM Resource Share with Python CfnResourceShare results in Template format error: JSON not well-formed

Controlling the loop execution

How to increase image_size in DCGAN

Translate audio from speaker output in python with azureSDK

Assign label in new column based on quartile range of values

"bazel test //..." executes actions unrelated to any tests

How Microsoft Azure text to Speech without speaking just save file directly?

Microsoft cognitive-services text to speech problem

graalvm native image for springboot fat jar throws NoSuchMethodException xxx.() at runtime

Azure text to speech convert SpeakTextAsync to valid NAudio wavestream

QUESTION

AWS CDK Creating RAM Resource Share with Python CfnResourceShare results in Template format error: JSON not well-formed

Asked 2021-May-10 at 16:16

We run a CodePipline synthesizing python CDK Code version 1.91.0 to Cloudformation templates and executing them.

Currently I am trying to setup a Transit Gateway and sharing it with the organization and some account. Creating the basic share is no problem but as soon as I add a resource_arn of a transit gateway (note I am doing it statically for test purposes), the Cloudformation Template validation fails claiming that the synthesized Json Template is not well formed. at the before last } I validated the comlete json template with pure Json validator, the cloud formation builder and the CLI aws cloudformation validator and it is absolutely fine.

So I might be running into an edge case here or doing something fundamentelly wrong with the Transit Gateway Arn.

...

ANSWER

Answered 2021-May-10 at 16:16

Since it might help somebody in the future - I will out myself ;)

I found out that I had due to copy of the arn had some Zero-width space characters in the line of the transit gateway arn.

https://en.wikipedia.org/wiki/Zero-width_space

I never encountered it before it is invisible in a lot of editors, i was able to see it in vi.

Source https://stackoverflow.com/questions/67438530

QUESTION

Controlling the loop execution

Asked 2021-Feb-10 at 14:52

I am trying to pronounce sentences with time intervals, but the problem is that after the synthesizer pronounces it for the first time, loop runs through straight away till the end. The utterance works well, but there are no pauses between.

How can I do that loop switches to next item only after the speech synthesizing task is finished?

EDIT: Maybe, it's possible that loop waits for didFinish each time, and then didFinish tells loop when it can continue?

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ANSWER

Answered 2021-Feb-10 at 07:01

You could always use Combine for this

Source https://stackoverflow.com/questions/66129702

QUESTION

How to increase image_size in DCGAN

Asked 2021-Jan-14 at 08:02

I am using DCGAN for synthesizing medical images. However, at the moment, Img_size is 64 which is too low resolution.

How can I change the generator and discriminator to make 512*512 high resolution?

Here is my code below.

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ANSWER

Answered 2021-Jan-14 at 06:27

Example code of DCGAN's Generator and Discriminator that deal with image size (3, 512, 512):

Source https://stackoverflow.com/questions/65623618

QUESTION

Translate audio from speaker output in python with azureSDK

Asked 2021-Jan-08 at 16:53

I'm looking to make an application, who woul'd let me translate any audio going out of the speaker in live stream. This way, i will be able to translate any videoconference from any live stream app(youtube,teams,zoom,etc.). I'm not far from a solution, but not there yet.

Src language would be: fr-CA or en-US Dst language would be : fr-Ca or en-US

I was able to get audio stream back from speaker with a custom version of pyaudio allowing loopback with the WASAPI of windows.(https://github.com/intxcc/pyaudio_portaudio)

The next step is to shoot the stream in realtime to Azure translate api in the speechsdk.

so far, the part of getting the stream from speakers is working, but when i plug it with azure, i don't have any error, but it doesn't return any result either. In fact, every like 30 second i recive a reason=ResultReason.NoMatch or a bribe of text that make no sens.

My first though is that the stream byte coming from speaker witch is 48khz, 2 channels is not supported by Azure stream.(i think i read somewhere on the net that it support only 16khz 1 channel, but i'm not sure). And if that so, i found a way to split split two channel into 1, but i don't know how to drop from 48khz to 16khz from a chunk of bytes in realtime..

Any help would be appreciated! Thanks. Here my code:

...

ANSWER

Answered 2021-Jan-08 at 16:53

I found a working solution. I had indeed to downsample to 16000hz and use mono channel. I base my code on this Solution, but using stream chunk rather than read from file.

My function was:

Source https://stackoverflow.com/questions/65586642

QUESTION

Assign label in new column based on quartile range of values

Asked 2020-Dec-21 at 22:05

I'm attempting to label values based on a quartile range of one column in my dataset, but am having trouble synthesizing two steps. Here's a toy dataset below:

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ANSWER

Answered 2020-Dec-21 at 22:05

I think you want:

Source https://stackoverflow.com/questions/65400307

QUESTION

"bazel test //..." executes actions unrelated to any tests

Asked 2020-Nov-28 at 20:40

I have a target //src/hello:hello_proj.bit which should not be a dependency for any tests. This is confirmed by:

...

ANSWER

Answered 2020-Nov-28 at 20:40

In bazel, the test verb is essentially "build the given targets and execute any of them that are tests".

//... expands to all targets in the current workspace, which therefore includes //src/hello:hello_proj.bit

So here bazel is building everything (//...) and then running any tests.

To build just the test cases, pass --build_tests_only

Source https://stackoverflow.com/questions/65053900

QUESTION

How Microsoft Azure text to Speech without speaking just save file directly?

Asked 2020-Nov-25 at 07:58

import azure.cognitiveservices.speech as speechsdk
speech_key="speech key"
service_region="eastus"

def speech_synthesis_with_auto_language_detection_to_speaker(text):
    """performs speech synthesis to the default speaker with auto language detection
       Note: this is a preview feature, which might be updated in future versions."""
    speech_config = speechsdk.SpeechConfig(subscription=speech_key, region=service_region)

    # create the auto detection language configuration without specific languages
    auto_detect_source_language_config = speechsdk.languageconfig.AutoDetectSourceLanguageConfig()

    # Creates a speech synthesizer using the default speaker as audio output.
    speech_synthesizer = speechsdk.SpeechSynthesizer(
        speech_config=speech_config, auto_detect_source_language_config=auto_detect_source_language_config)

    result = speech_synthesizer.speak_text_async(text).get()
        # Check result
    if result.reason == speechsdk.ResultReason.SynthesizingAudioCompleted:
            print("Speech synthesized to speaker for text [{}]".format(text))
            stream = speechsdk.AudioDataStream(result)
            stream.save_to_wav_file(r"C:\Users\user\Desktop\outputfff.wav")

speech_synthesis_with_auto_language_detection_to_speaker("तू कसा आहेस ")

...

ANSWER

Answered 2020-Nov-25 at 07:58

Try this:

Source https://stackoverflow.com/questions/64999493

QUESTION

Microsoft cognitive-services text to speech problem

Asked 2020-Jul-08 at 15:04

I'm trying to use microsoft TTS with python script, when i use english word the output file working perfectly when i use Hebrew letters and set the language to "he-IL" the output file is empty.

This is the code from microsoft examples:

...

ANSWER

Answered 2020-Jul-08 at 15:04

The speech_recognition_language parameter is for recognition. You can follow this sample to set synthesis language.

Key lines are

Source https://stackoverflow.com/questions/62796613

QUESTION

graalvm native image for springboot fat jar throws NoSuchMethodException xxx.() at runtime

Asked 2020-Jun-18 at 06:57

I managed to build native-image for my springboot fat jar, but it throws exception: "java.lang.NoSuchMethodException: com.my.passgenerator.PassGeneratorApplication.()" when I run it. I tried to add a default construction and an empty init() method and both fails. How can I overcome this exception and get this native image running?

Following is the full log:

...

ANSWER

Answered 2020-Jun-18 at 06:57

I've got the same error while switching from the compile.sh script building method to the native-image-maven-plugin described in this so answer. The crucial error here is the No default constructor found message and the problem happens while the Spring Feature is working inside the native-image-maven-plugin execution:

Source https://stackoverflow.com/questions/62358435

QUESTION

Azure text to speech convert SpeakTextAsync to valid NAudio wavestream

Asked 2020-Jun-15 at 15:20

I am trying to use the Azure text to Speech service (Microsoft.CognitiveServices.Speech) to convert text to audio, and then convert the audio to another format using NAudio.

I already got the NAudio part working using an mp3 file. But I cannot get any output from SpeakTextAsync that will work with NAudio.

This is the code where I try to play the file using NAudio (as temperary test), but this doesn't play anything valid.

...

ANSWER

Answered 2020-Jun-15 at 15:20

Kevin,

Why do you need NAudio for ? if it's for playback only, it's not necessary, the following line play the text out loud :

Source https://stackoverflow.com/questions/62377569

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

Vulnerabilities

No vulnerabilities reported

Install synthesizing

You can download it from GitHub.
You can use synthesizing like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.