Open Source Wake Word Detection

00 Released!. Please subscribe to the users mailing list. Built on open-source DSpace software. Windows logo key + L: Lock your PC or switch accounts. wake-word-detection deep-learning voice-as-an-interface iot voice-commands android ios raspberry-pi wakeword keyword-spotting hotword hotword-detection trigger-word-detection voice-control webassembly. Source code transparency is an absolute requirement for software solutions like Bitwarden. com/tech/529 Tue, 29 Sep 2009 10:05:51 +0000 http://zikkir. Catherine Breslin. Join Now Claim your contributions Open Hub UI Source Code. This has been in development for many years. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. If your parents say they are “anxious” to meet your boyfriend or girlfriend, it may make you “anxious,” but they are eager—not apprehensive. The earlier mentioned updated SNORT3 release looks very promising, with its support for multithreading, service identification, and a more straightforward rule language. 2 software for the HomePod with long-awaited features like Handoff and voice detection for different family members, but unfortunately, some users are running into problems with the update. Detection of the inversion layer over the central north pacific ocean using gps radio occultation. ColorDepth = 4,. (A wake word typically triggers smart devices like Google Home and the Amazon Echo to start listening to. NET OCR library offers a royalty-free API that converts images (in formats like JPEG, PNG, TIFF, PDF, etc. Manage potential academic misconduct by highlighting similarities to the world’s largest collection of internet, academic, and student paper content. CMake is used to control the software compilation process using simple platform and compiler independent configuration files, and generate native makefiles and workspaces that can be used in the compiler environment of your choice. The major function of a process is the analysis of the data which is retrieved at the beginning of the process. They already have done what we need and we can make use of it. zip on Internet, which contained malware. It runs a suite of vulnerability detectors, prints visual information about contract details, and provides an API to easily write custom analyses. Combining the benefits of. 5 Most Frequently Used Open Source Shells for Linux. DetectText categorizes recognized text as either a word or a line of text. Mycroft does Wake Word spotting, also called keyword spotting, through its Precise Wake Word engine. With only 4 stages, you can essentially finish installing the file of Open Camera Apk. I want to develop a plagiarism checker for checking several source codes but I couldn't find any proper source code or even a resource to get an idea about it. The gateway between you and your AI assistant is the Wake Word. While Snort and Suricata are certainly the most popular open-source Intrusion Detection Systems, there are some alternatives. team makes WordPress. This is a library dedicated to perform sound source localization, tracking, separation and post-filtering. Introduction. The second option is a thorough active scan that attempts to enumerate plugins, themes and users with custom WordPress auditing scripts that use the Nmap NSE framework. TensorFlow is open source machine learning library from Google. The features of RapidMiner can be significantly enhanced with add-ons or extensions, many of which are also available for free. Camlytics can count people, cars, detect motion, build heat maps and much more, boosting efficiency of your camera system to the highest level. world helps us bring the power of data to journalists at all technical skill levels and foster data journalism at resource-strapped newsrooms large and small. Segura University of Granada Spain 1. We put people over profit to give everyone more power online. We deliver a unique set of technology solutions, training, and services to simplify operational efforts for maximum impact. It can detect and fix grammatical and stylistic issues in content. Last week we learned how to compute the center of a contour using OpenCV. Gephi is the leading visualization and exploration software for all kinds of graphs and networks. Download now! ManageEngine OpUtils is a comprehensive set of 30+ tools that helps network engineers monitor, diagnose and troubleshoot their IT resources. Cytoscape is an open source software platform for visualizing complex networks and integrating these with any type of attribute data. Importantly, it appears that when children sleep shortly after exposure to novel word-object pairs retention is better than if sleep is delayed, suggesting that napping plays a vital role in long-term word retention for young children. Take a look at a comparison here. Refer WiMAX OFDM PHY page which explains and provide link for wimax physical layer blocks and matlab source code. Tool to search of words in a dictionary matching a regular expression (Useful for word searches with complex criteria) also called Regex or Regexp. Tessnet2 a. According to Snowboy GitHub repo “Snowboy is a DNN based hotword and wake word detection toolkit. js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. You see this in action whenever you use the wake word. Bluefish is an open source development project, released under the GNU GPL licence. Apache OpenOffice for Windows Windows Version Support¶. Now, in addition to pushing a button to "start listening", you can now also just say the wake word "Alexa", much like the Amazon Echo. It is powered by deep neural networks and has the following properties: highly customizable: you can freely define your own magic phrase here – let it be “open sesame”, “garage door open”, or “hello dreamhouse”,. Operational and administrative — an interactive look at the Navy’s organizational structure. Mycroft does Wake Word spotting, also called keyword spotting, through its Precise Wake Word engine. AstroGrep is a lightweight Open Source user-defined file search utility. Open Source Computer Vision. It also tries to make code final, protected or private. RapidMiner + AYLIEN. Computation code is written in C++, but programmers can write their TensorFlow software in either C++ or Python and implemented for CPUs ,GPUs or both. We deliver a unique set of technology solutions, training, and services to simplify operational efforts for maximum impact. OpenStack software controls large pools of compute, storage, and networking resources throughout a datacenter, managed through a dashboard or via the OpenStack API. Microsoft releases CNTK, its open source deep learning toolkit, on GitHub. Now, in addition to pushing a button to "start listening", you can now also just say the wake word "Alexa", much like the Amazon Echo. DetectText can detect up to 50 words in an image. Take a look at a comparison here. We do also share that information with third parties for advertising & analytics. Director, Solutions Architect. It is very important in the case of open source software. The Open Hardware Monitor supports most hardware monitoring chips found on todays mainboards. The Open Source Delta Lake Project is now hosted by the Linux Foundation. For a more detailed list of changes, see the release notes. The Next Generation Of Plagiarism Detection Plagiarism Detection Platform Integrate the Copyleaks API with your systems to authenticate content and detect plagiarism seamlessly, from within your environment. Select your device, and then select Wake Word. Tripwire ExpertOps. Source code can be found on Github with 5 main components involved in the process: PocketSphinx (and soon Precise) for wake-word detection. ODAS is coded entirely in C, for more portability, and is optimized to run easily on low-cost embedded hardware. Around 90 per cent of the. Language detection library ported from Google's language-detection. Except explicit open source licence (indicated Creative Commons / free), any algorithm, applet, snippet, software (converter, solver, encryption / decryption, encoding / decoding, ciphering / deciphering, translator), or any function (convert,. Latest Version - 2. Discover how to develop deep learning models for text classification, translation, photo captioning and more in my new book , with 30 step-by-step tutorials and full source code. pyAudioAnalysis is licensed under the Apache License and is available at GitHub (https. 0, 02SEP09 (see version history) The big picture Tesseract is a C++ open source OCR engine. 0j by Dan Hettena & Rick Cox-- Nachos and Java. Ted Pedersen and Amruta Purandare. A tilt event is defined by the direction of the 2-seconds window average gravity changing by at least 35 degrees since the activation or the last event generated by the sensor. wake-word-detection deep-learning voice-as-an-interface iot voice-commands android ios raspberry-pi wakeword keyword-spotting hotword hotword-detection trigger-word-detection voice-control webassembly. Sensory's software suite lets Amazon Alexa developers add a 'wake word' -- that is, a word that launches Alexa -- to hardware of all shapes. We help our clients succeed through innovative thinking and craftsmanship. com, the best resource for Flash tutorials, sound loops, movies, sound FX, fonts, forum discussions and more for the Flash developer. Tutorial Quick Start Gephi Tutorial Quick Start Welcome to this introduction tutorial. Augmented reality. Say "start listening," or tap or click the microphone button to start the listening mode. High accuracy voice detection in noisy environments: OS S3 software package running leading-edge wake word engines: Preserving battery life while always listening for wake word phrase: Always-on Low-Power Sound Detection at 50uA (@Vbatt) Fast Time-to-Market for consumer products: FreeRTOS open source reference design package. Wykobi - FastGEO library ported to C++. A segmentation tool and an associated word list is provided to accomplish this. You can apply these. Credits are valid for 12 months from date of purchase. We don’t want to use a cloud service for this feature because the continuous connection with the Internet will negatively affect battery life. There is a lot to those services: 1. com/2010/02/c. The Ombudsman is also available to clarify certain SEC decisions, policies, and practices, and serve as an alternate channel of communication between retail investors and the SEC. Godot is completely free and open-source under the very permissive MIT license. Our vision is to democratize intelligence for everyone with our award winning “AI to do AI” data science platform, Driverless AI. Hotword Detection & Voice Commands. Step 1 - Establish the correct file format. At eLearning Industry you will find the best collection of eLearning articles, eLearning concepts, eLearning software, and eLearning resources. Recordings are available in English, Mandarin Chinese, French, and Hindi. Their demo that showed faces being detected in real time on a webcam feed was the most stunning demonstration of computer vision and its potential at the time. There are numerous things to avoid, at least in theory, like preceding a “sh” sound (technically, the unvoiced post-alveolar fricative) with an “h” as in “hey” (a voiceless glottal fricative). Voice to text. Application backgroundAfter a period of planning and preparation, CodeForge technology Sharon finally meet with you! We are committed to create a borderless technology exchange and sharing platform, the majority of the technical service for the lovers, to promote the exchange of the circle of local. LTE source codes. When you want to communicate with your Alexa devices, just say the wake word. We’ll listen to you, understand your needs & always keep your best interests in mind. It is fast, easy to install, and supports CPU and GPU computation. CleanBackgroundNoise = True,. We believe that being open source is one of the most important features of Bitwarden. First is the language analysis: this component takes a text from a transcription and finds the relationship of each word. a vector of Rect that will store the detected word. no LXR (formerly "the Linux Cross Referencer") is a software toolset for indexing and presenting source code repositories. Its goal is to provide a pluggable linting utility for JavaScript. varying illumination and complex background. NET is our commitment to make ML great in. Camlytics can count people, cars, detect motion, build heat maps and much more, boosting efficiency of your camera system to the highest level. Apple Watch uses a single-pass “Hey Siri” detector with an acoustic model intermediate in size between those used for the first and second passes on other iOS devices. It can detect and fix grammatical and stylistic issues in content. Windows logo key + K: Open the Connect quick action. Apache OpenNLP is an open source Natural Language Processing Java library. uk There was some good news in the report. Our mission is to become a reference Open Source hacking site with ideas and feedback aimed to enrich the community. We can download the data from GitHub or NuGet. Welcome to Kanienkeha. Word learning is a complex, challenging, and important part of development, thus the role that sleep plays in. Mycroft provides open source software for most parts of the voice stack. Expose your camera's functionality: support for focus modes, scene modes, color effects, white balance, ISO, exposure compensation/lock, face detection, torch, antibanding. Word comes with. By default Capture2Text comes packaged with the following languages: English, French, German, Japanese, Korean, Russian, and Spanish. of Washington. OcrLanguagePack,. To mitigate this, we have been gradually migrating our code to static type checking using mypy, likely the most popular standalone type checker for Python. Their demo that showed faces being detected in real time on a webcam feed was the most stunning demonstration of computer vision and its potential at the time. It can be a source of courage. It converts scanned images of text back to text files. Are there any others that are open source?. they claim that they use Sherlock module for detecting plagiarism but it seems there is no such tools included in boss2. Hewlett Packard Enterprises announced plans to acquire Cray , the supercomputer company. Darknet: Open Source Neural Networks in C Darknet is an open source neural network framework written in C and CUDA. Know what's on your network with our complete Vulnerability Management solution. Language modeling for Mandarin and other similar languages, is largely the same as for English, with one additional consideration. Know the status of devices connecting to your network by tracking users and endpoint devices using Rogue detection tool of ManageEngine OpUtils. The Next Generation Of Plagiarism Detection Plagiarism Detection Platform Integrate the Copyleaks API with your systems to authenticate content and detect plagiarism seamlessly, from within your environment. When you first start KanjiTomo, no file has been opened and the program is in Automatic OCR mode. An anonymous reader quotes Microsoft's Developer blog: In March 2014, Microsoft released the source code to MS-DOS 1. In that time, we’ve built a base of over 100 million customers and pioneered the freemium software business model—offering high quality, market-leading security products for free to. Learn more about Solr. Voice Activity Detection. There are many reasons. (NEWS10) – The Broadway exit ramp from I-890 in Schenectady has reopened after a five-car pileup Tuesday morning. StarOffice only detects Sun Java versions, while OpenOffice. Mycroft provides open source software for most parts of the voice stack. Discover how to develop deep learning models for text classification, translation, photo captioning and more in my new book , with 30 step-by-step tutorials and full source code. Since I noted on a few threads here on OSNews that a lot of people still fail to grasp the difference between an open source license and an EULA, I figured I’d take this opportunity to explain the difference one more time – using hand-crafted diagrams! But first, let’s detail the proceedings regarding the GPL in France. It includes full text search, visualizations, entity detection, topic clustering, and more. Or create your own group and meet people near you who share your interests. uk/security/cyberwar/ransomware-quarter-malware-uk-190993 Thu 28 Apr 2016 15:31:00 GMT Ransomware Makes Up Quarter Of UK Malware Attacks. The best thing I can come up with is to have a preset image and compare it to where it should be on the screen, but that would require a lot of CPU and quite a bit of images for comparing. Snowboy is an highly customizable hotword detection engine that is embedded real-time and is always listening (even when off-line) compatible with Raspberry Pi, (Ubuntu) Linux, and Mac OS X. Voice Activity Detection. There are numerous things to avoid, at least in theory, like preceding a “sh” sound (technically, the unvoiced post-alveolar fricative) with an “h” as in “hey” (a voiceless glottal fricative). One of the main Appercut features is concentration on developer’s undocumented features (backdoors) detection. Looking for an open source personal assistant ? Mycroft is allowing you to run an open source service which gives you better control of your data. But it is no small thing to create an algorithm that's always. Except explicit open source licence (indicated Creative Commons / free), any algorithm, applet, snippet, software (converter, solver, encryption / decryption, encoding / decoding, ciphering / deciphering, translator), or any function (convert,. The speaker will listen for a wake word using a processor on the device and won't start uploading audio until it's been triggered. The R Project for Statistical Computing Getting Started. Microsoft Word: ACM has been working hard to create a usable and accessible experience for Microsoft Word authors while adding new features to archival formats. Skills (search, weather, reminders, etc) None of those are trivial problems but #4 is notable because it is often used as one of the ways Google beats Alexa. To eke out those efficiency gains, chip firms have turned to a variety of design tweaks such as assigning a co-processor to perform a dedicated function such as motion-detection or wake-word detection. open the Google. By default, this is Hey Mycroft , but you can configure your own Wake Word in your Mycroft Home account. Nmap ("Network Mapper") is a free and open source utility for network discovery and security auditing. world, we can easily place data into the hands of local newsrooms to help them tell compelling stories. Examples of such. Sophos plans to hand over the program to the community. Joost de Valk is the founder and Chief Product Officer of Yoast. It also has some developer-oriented documentation for Mozilla products, such as Firefox Developer Tools. Word has always worked best as part of the largest Microsoft Office ecosystem, but Word 2016 brings this to a whole new level. com/2010/02/c. Mycroft does Wake Word spotting, also called keyword spotting, through its Precise Wake Word engine. This is where you can download the source code for WordPress core, plugins and themes as well as the central location for. To mitigate this, we have been gradually migrating our code to static type checking using mypy, likely the most popular standalone type checker for Python. I have checked the Boss2 which is useless. Connecting 4,920,818 open source contributors. getDefaultSensor(SENSOR_TYPE_TILT_DETECTOR) returns a wake-up sensor A tilt detector generates an event each time a tilt event is detected. You can view the third party license agreements by visiting the Manuals and Documents section of our website. Camlytics can count people, cars, detect motion, build heat maps and much more, boosting efficiency of your camera system to the highest level. It's based on principles of collaboration, unobstructed discovery, and, most importantly, scientific progression. There are two technologies that Mycroft. iSpy is the world's most popular open source video surveillance and security software. The OpenLab is an open-source, digital platform designed to support teaching and learning at City Tech (New York City College of Technology), and to promote student and faculty engagement in the intellectual and social life of the college community. The contrast here is compared to a network intrusion detection system (NIDS). If you already work with Open Source monitoring tools or are considering their use, you´re invited to attend the event and learn actual strategies from technical experts that can improve the way you utilize monitoring in your company or business. HuggingFace- Provide extensions of Spacy for models such as co-reference and sentiment analysis. Your information won’t be. Get started contributing code, or reporting bugs. MicroSIP is a portable SIP softphone based on the PJSIP stack available for Microsoft Windows operating systems. Before going to the code we need to download the assembly and tessdata of the Tesseract. The name is pronounced like this, and the bird sounds like this. It was recently estimated that the global advanced facial recognition market will grow from $2. Say "start listening," or tap or click the microphone button to start the listening mode. Welcome to lxr. Open Source GPL/LGPL Some Raymarine products contain software code developed by third parties that are covered by open source GPL and LGPL software license agreements. The company claims they do not store any data, contrary to what Google, Amazon, Apple (Siri) or Microsoft (Cortana) do, and only use open source software. The JSON includes page, block, paragraph, word, and break information. Next Post. To eke out those efficiency gains, chip firms have turned to a variety of design tweaks such as assigning a co-processor to perform a dedicated function such as motion-detection or wake-word detection. On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification Rajath Kumar, Vaishnavi Yeruva, Sriram Ganapathy. SNAP, Stanford social network analysis site, with software, datasets, papers, and more. Create a Windows Form Application Add a PictureBox and a Timer (and Enable it) Run it on a x86 system. There are numerous things to avoid, at least in theory, like preceding a “sh” sound (technically, the unvoiced post-alveolar fricative) with an “h” as in “hey” (a voiceless glottal fricative). The tools and the DupliChecker platform are being managed by a small team of enthusiastic digital professionals with a knack for helping online entrepreneurs take their search and content marketing games to the next level. Combining the benefits of. The manual explains how the various OpenNLP components can be used and trained. NET’s internal capabilities to ML. "On Tuesday, Google released an open-source database containing 3,000 original manipulated videos as part of its effort to accelerate the development of deepfake detection tools. In a statement, Dave Grochocki and Howard Wolosky of Microsoft said: Today, we're excited to announce that we are open sourcing Windows Calculator on GitHub under the MIT License. OpenTimeClock. massive OS and version detection DB updates (10,000+ signatures) Zenmap host filter mode shows just the hosts you're interested in. One more new info today - you can use RSS Feed for checking news on this website. An open source, standards-based software platform for multiple device categories, including smartphones, tablets, TVs, netbooks and automotive infotainment platforms. There are two major stages within isolated word recognition: a training stage and a testing stage. Deeplearning4j Deeplearning4j is an open source deep learning library for the Java Virtual Machine (JVM). You see this in action whenever you use the wake word. IDrive cloud backup recognises small files (the files you usually work on throughout the day) for modifications at regular intervals and backs them up to provide real-time protection. He fled the Soviet Union at age 3. In an effort to make Intel® AMT easier, support many platforms and over the Internet usages, MeshCommander is entirely built in JavaScript. Snowboy is a customized hotword and wake word detection toolkit that recognizes your voice, runs in real time and on Raspberry Pi. At Avira, we believe that everyone has the right to enjoy life online safely, securely, and privately. wake-word-detection deep-learning voice-as-an-interface iot voice-commands android ios raspberry-pi wakeword keyword-spotting hotword hotword-detection trigger-word-detection voice-control webassembly. Microsoft Office, Google Docs, Adobe PDF and Open Office: Microsoft Office, Google Docs, Adobe PDF and Open Office: Microsoft Office, Google Docs, Adobe PDF and Open. Naively, this can be regarded as a sequence labeling task, which in fact influenced legacy MWE methods to use this strategy. Darknet: Open Source Neural Networks in C. October 27, 2019 We are currently recovering from a hardware failure. 0, 02SEP09 (see version history) The big picture Tesseract is a C++ open source OCR engine. Select a wake word from the list, and then select OK. 2 days ago · LanguageTool is an open-source online grammar solution that detects errors in more than 30 languages, including English, German, Russian, French, Spanish and Polish. Short for Computational Network Toolkit, CNTK is one of Microsoft's open source artificial intelligence tools. DupliChecker is an online service that provides dozens of free, high-grade SEO and content tools. The traffic from the Echo has been studied extensively. 15 Essential Open Source Security Tools There are thousands of open source security tools with both defensive and offensive security capabilities. Now he has a West Wing office. Amazon Alexa, Google Assistant, Dialogflow, Microsoft Cortana, Luis. Open Data Sources. dicoS , keyworder. Or create your own group and meet people near you who share your interests. Techies that connect with the magazine include software developers, IT managers, CIOs, hackers, etc. With more than 2 million users worldwide, iSpy works with more cameras and devices than anything else on the market. Speech recognition accuracy is not always great. New in version 2. They already have done what we need and we can make use of it. Fig 02: The DSP wake word engine gets extra help from a RAMP analog chip. " That caused the device to wake up. In that time, we’ve built a base of over 100 million customers and pioneered the freemium software business model—offering high quality, market-leading security products for free to. Combining the benefits of signature. Open Source Tools for Effective Resource Management and Services: A Descriptive Analysis, presented at National Conference on Challenge to Change: Use of ICT for Excellence in Academic Libraries, Bhopal, 2018. RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection Joshua J. advertisement The key distinction is what happens to the. Nachos-- General Nachos documentation at U. Download free trial now. Wake Word Detection. Prior to this date, PocketSphinx was the default. Augmented reality. Darknet: Open Source Neural Networks in C. DEPARTMENT OF DEFENSE. Microsoft Kinect includes built-in software which allows speech recognition of commands. Natural language understanding. Click to Enlarge. Apple Watch uses a single-pass “Hey Siri” detector with an acoustic model intermediate in size between those used for the first and second passes on other iOS devices. Application backgroundAfter a period of planning and preparation, CodeForge technology Sharon finally meet with you! We are committed to create a borderless technology exchange and sharing platform, the majority of the technical service for the lovers, to promote the exchange of the circle of local. Open Source GPL/LGPL Some Raymarine products contain software code developed by third parties that are covered by open source GPL and LGPL software license agreements. Tessnet2 a. Operating Systems, Fourth Edition by William Stallings | Resources; Nachos. Real-Time RF Drone / UAV Detection System. FRD is open source and free to use, you don't need to download it from else where. If your parents say they are “anxious” to meet your boyfriend or girlfriend, it may make you “anxious,” but they are eager—not apprehensive. Appium is an open source project and has made design and tool decisions to encourage a vibrant contributing community. ai, Facebook Wit. Bluefish is an open source development project, released under the GNU GPL licence. The SIMATIC ET 200SP Open Controller is the first controller of this type to combine the functions of a PC-based software controller with visualization, PC applications and central I/Os in a compact device. com/vanducng/stereo-vi How to run this? + It needs cvBlobsLib. word , and excluded. Hotword Detection (Wake Word Detection) Android library and sample codes Wake-word tools and implementations for S. WordCram lets you generate word clouds in Processing. Word and Excel documents are slow to open in Windows 10 I recently upgraded from Windows 7 Pro 64 bit to Windows 10 Pro 64 bit. py (the gui). Microsoft Word: ACM has been working hard to create a usable and accessible experience for Microsoft Word authors while adding new features to archival formats. There exists a manual and Javadoc API documentation for Apache OpenNLP. WebKit is the web browser engine used by Safari, Mail, App Store, and many other apps on macOS, iOS, and Linux. The Datumbox API offers a large number of off-the-shelf Classifiers and Natural Language Processing services which can be used in a broad spectrum of applications including: Sentiment Analysis, Topic Classification, Language Detection, Subjectivity Analysis, Spam Detection, Reading Assessment, Keyword and Text Extraction and more. Well, we’re glad you asked. D2iQ is your trusted guide to the cloud native landscape. Hotword Detection and its integration with Susi AI can be explained using the diagram below: What is PocketSphinx?. Integrate the Copyleaks API with your systems to authenticate content and detect plagiarism seamlessly, from within your environment. Hewlett Packard Enterprises announced plans to acquire Cray, the supercomputer company. FastGEO - Offers source code for a library of computational geometry algorithms such as geometrical primitives and predicates, hull construction, triangulation, clipping, rotations and projections using the Object Pascal language. งานด้าน Remote sensing เป็นอีกศาสตร์ที่ใช้เรื่องของ. We have put together several free online courses that teach machine learning and data mining using Weka. Another component is the force alignment: which can be used for generating time markers of each individual word in the selected utterance. Intel participates in hundreds of standards and industry groups worldwide, with leading positions in the ITU, 3GPP, ETSI, IEEE, and Wi-Fi Alliance, as well as key vertical industry. of Washington. open the Google. In November 2015, Google announced and open sourced TensorFlow, its latest and greatest machine learning library. We and our partners use cookies to personalize your experience, to show you ads based on your interests, and for measurement and analytics purposes. First page on Google Search. Snowboy is a customizable hotword detection engine for you to create your own hotword like "OK Google" or "Alexa". Today, they unveiled more specifics — including open hearings and a report — with a full vote scheduled for Thursday. Free and Open-source Social Network Analysis Software. RaspiReader, a low-cost and easy to. We show that by combining local and global features, we get significantly improved detection rates. The default wake-up delay, of 4ms can be lengthened by up to 3ms. What I'm trying to do is to recognize words from a BMP or preferably directly on screen. It's quite simple and easy to use, and can detect most languages with over 90% accuracy. This interface reveals information about the contents of an image source. Firepad is an open source real-time collaborative text editor. Techies that connect with the magazine include software developers, IT managers, CIOs, hackers, etc. The Viterbi algorithm is a maximum likelihood decoder, meaning that the output code word from decoding a transmission is always the one with the highest probability of being the correct word transmitted from the source. SNAP, Stanford social network analysis site, with software, datasets, papers, and more. There are many open source projects on hotword detection and speech recognition. The sample application comes with default sample data with can be loaded in the File -> Open menu. GCHQ presents CyberChef, an Open Source Data Analysis Tool November 30, 2016 By Pierluigi Paganini The GCHQ has released the code of a new open source web tool dubbed CyberChef, specifically designed for analyzing and decoding data. In a statement, Dave Grochocki and Howard Wolosky of Microsoft said: Today, we're excited to announce that we are open sourcing Windows Calculator on GitHub under the MIT License. The fact-checkers, whose work is more and more important for those who prefer facts over lies, police the line between fact and falsehood on a day-to-day basis, and do a great job. Today, my small contribution is to pass along a very good overview that reflects on one of Trump’s favorite overarching falsehoods. Namely: Trump describes an America in which everything was going down the tubes under  Obama, which is why we needed Trump to make America great again. And he claims that this project has come to fruition, with America setting records for prosperity under his leadership and guidance. “Obama bad; Trump good” is pretty much his analysis in all areas and measurement of U.S. activity, especially economically. Even if this were true, it would reflect poorly on Trump’s character, but it has the added problem of being false, a big lie made up of many small ones. Personally, I don’t assume that all economic measurements directly reflect the leadership of whoever occupies the Oval Office, nor am I smart enough to figure out what causes what in the economy. But the idea that presidents get the credit or the blame for the economy during their tenure is a political fact of life. Trump, in his adorable, immodest mendacity, not only claims credit for everything good that happens in the economy, but tells people, literally and specifically, that they have to vote for him even if they hate him, because without his guidance, their 401(k) accounts “will go down the tubes.” That would be offensive even if it were true, but it is utterly false. The stock market has been on a 10-year run of steady gains that began in 2009, the year Barack Obama was inaugurated. But why would anyone care about that? It’s only an unarguable, stubborn fact. Still, speaking of facts, there are so many measurements and indicators of how the economy is doing, that those not committed to an honest investigation can find evidence for whatever they want to believe. Trump and his most committed followers want to believe that everything was terrible under Barack Obama and great under Trump. That’s baloney. Anyone who believes that believes something false. And a series of charts and graphs published Monday in the Washington Post and explained by Economics Correspondent Heather Long provides the data that tells the tale. The details are complicated. Click through to the link above and you’ll learn much. But the overview is pretty simply this: The U.S. economy had a major meltdown in the last year of the George W. Bush presidency. Again, I’m not smart enough to know how much of this was Bush’s “fault.” But he had been in office for six years when the trouble started. So, if it’s ever reasonable to hold a president accountable for the performance of the economy, the timeline is bad for Bush. GDP growth went negative. Job growth fell sharply and then went negative. Median household income shrank. The Dow Jones Industrial Average dropped by more than 5,000 points! U.S. manufacturing output plunged, as did average home values, as did average hourly wages, as did measures of consumer confidence and most other indicators of economic health. (Backup for that is contained in the Post piece I linked to above.) Barack Obama inherited that mess of falling numbers, which continued during his first year in office, 2009, as he put in place policies designed to turn it around. By 2010, Obama’s second year, pretty much all of the negative numbers had turned positive. By the time Obama was up for reelection in 2012, all of them were headed in the right direction, which is certainly among the reasons voters gave him a second term by a solid (not landslide) margin. Basically, all of those good numbers continued throughout the second Obama term. The U.S. GDP, probably the single best measure of how the economy is doing, grew by 2.9 percent in 2015, which was Obama’s seventh year in office and was the best GDP growth number since before the crash of the late Bush years. GDP growth slowed to 1.6 percent in 2016, which may have been among the indicators that supported Trump’s campaign-year argument that everything was going to hell and only he could fix it. During the first year of Trump, GDP growth grew to 2.4 percent, which is decent but not great and anyway, a reasonable person would acknowledge that — to the degree that economic performance is to the credit or blame of the president — the performance in the first year of a new president is a mixture of the old and new policies. In Trump’s second year, 2018, the GDP grew 2.9 percent, equaling Obama’s best year, and so far in 2019, the growth rate has fallen to 2.1 percent, a mediocre number and a decline for which Trump presumably accepts no responsibility and blames either Nancy Pelosi, Ilhan Omar or, if he can swing it, Barack Obama. I suppose it’s natural for a president to want to take credit for everything good that happens on his (or someday her) watch, but not the blame for anything bad. Trump is more blatant about this than most. If we judge by his bad but remarkably steady approval ratings (today, according to the average maintained by 538.com, it’s 41.9 approval/ 53.7 disapproval) the pretty-good economy is not winning him new supporters, nor is his constant exaggeration of his accomplishments costing him many old ones). I already offered it above, but the full Washington Post workup of these numbers, and commentary/explanation by economics correspondent Heather Long, are here. On a related matter, if you care about what used to be called fiscal conservatism, which is the belief that federal debt and deficit matter, here’s a New York Times analysis, based on Congressional Budget Office data, suggesting that the annual budget deficit (that’s the amount the government borrows every year reflecting that amount by which federal spending exceeds revenues) which fell steadily during the Obama years, from a peak of $1.4 trillion at the beginning of the Obama administration, to $585 billion in 2016 (Obama’s last year in office), will be back up to $960 billion this fiscal year, and back over $1 trillion in 2020. (Here’s the New York Times piece detailing those numbers.) Trump is currently floating various tax cuts for the rich and the poor that will presumably worsen those projections, if passed. As the Times piece reported: