Voice Cloning

Implementing Voice Cloning Based On Audio Sample with Python and Gradio

Voice cloning is a fascinating field that sits at the intersection of machine learning and digital signal processing. It involves creating a synthetic version of a person's voice that can be used to say things that the person never actually said. With Gradio it's easy to create UIs for ML models.

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Tutu Rulianda

7 May 2024 · 3 min read

Text OCR

Scening Text Detection And Recognition Using RabbitMQ & Tesseract

Tesseract is an open-source OCR engine maintained by Google. It is capable of recognizing text within images, PDFs, and other scanned documents. RabbitMQ is a message broker that enables different parts of a system to communicate with each other by passing messages independently and asynchronously.

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Tutu Rulianda

3 May 2024 · 3 min read

Openface

Implementing Openface In a Linux VPS Using Python and Docker

Openface provides capabilities for face detection, facial landmark detection, face recognition, and tracking facial expressions. OpenFace is an open source that's built using deep learning techniques and is capable of processing images and videos to analyze faces in real time or from recorded media.

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Tutu Rulianda

3 May 2024 · 3 min read

LibreChat

Implementing Chat Platform Using Open Source LibreChat

LibreChat is a messaging platform that integrates the decentralized architecture of LibreChat with AI-powered conversation capabilities using GPT technology. It brings all your AI conversations into one place with a familiar UI, and innovative enhancements, and can handle as many users as you need.

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Tutu Rulianda

27 Apr 2024 · 2 min read

Whisper

Speech Recognition Implementation Using Whisper and Gradio

Gradio is an open-source Python library for creating customizable web interfaces for machine-learning models. Gradio here is an HTML WebUI server for OpenAI's Whisper AI model that can transcribe and translate audio. The WebUI supports transcribing audio files, microphone audio, and YouTube links.

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Tutu Rulianda

26 Apr 2024 · 3 min read

Text to Speech Synthesizer

Speech Synthesis Implementation Using Vanilla JavaScript

Text-to-Speech (TTS) synthesis is the process of converting written text into spoken language. It involves analyzing the input text and generating corresponding speech output, often using algorithms and models to mimic human speech patterns and intonation. TTS systems use neural network techniques.

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Tutu Rulianda

22 Apr 2024 · 3 min read

Neural Network

Back to Basic: Between Neural Network and Deep Neural Network

Neural networks (NNs) tend to be for simpler tasks, limited computing resources, or when interpretability is critical. Deep neural networks (DNNs) excel at performing complex tasks, leveraging large datasets, achieving state-of-the-art performance, and learning hierarchical representations of data.

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Tutu Rulianda

20 Apr 2024 · 7 min read

Machine Learning

Back to Basic: Every Detail About Artificial Intelligence Subsets

AI has subsets as follows. ML for data-driven predictions, DL for complex pattern analysis, NLP for language understanding, CV for image processing, and RL for decision-making through rewards. Artificial intelligence revolutionizes industries, enhancing efficiency, innovation, and decision-making.

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Tutu Rulianda

19 Apr 2024 · 16 min read

Computer Vision and Pattern Recognition

Thin-Plate Spline Motion Model Usage for Image Animation

A static object in a source image transcends its immobility and awakens movement and energy through this transforming process of computer vision and pattern recognition, driven by the narrative pulse of a driving video. It requires an unsupervised motion transfer architecture to close the pose gap.

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Tutu Rulianda

16 Apr 2024 · 2 min read

Face Biometrics

Back to Basic: What Is Face Biometrics and How Does It Work?

Facial recognition technology presents a complex blend of benefits and challenges. While it offers enhanced security and convenience, it also poses significant ethical and privacy issues. As the technology continues to evolve, it will be crucial to develop frameworks that ensure its responsible use.

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Tutu Rulianda

13 Apr 2024 · 8 min read

KodeMetrix

Face Biometrics Stack: Techniques, Applications, and Future Prospects

Face biometrics utilize facial recognition for security accurately and efficiently. Techniques include 3D mapping and AI algorithms. Applications range from unlocking phones to airport checks. Prospects involve enhancing accuracy and privacy, with potential growth in personalized user experiences.

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Tutu Rulianda

11 Apr 2024 · 2 min read

3D Liveness Detection

Enhancing Security with 3D Liveness Detection in Biometric Systems

Traditional 2D biometric systems are vulnerable to spoofing attacks, where adversaries can deceive the system using counterfeit images or videos. It's necessary to integrate 3D liveness detection technologies to address these vulnerabilities and enhance security and reliability in authentication.

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Tutu Rulianda

27 Feb 2024 · 4 min read

2D Liveness Detection

Enhancing Security through 2D Liveness Detection in Biometric Systems

Biometric authentication systems can be compromised by using counterfeit biometric data. To combat this unauthorized access, the integration of 2D liveness detection techniques has emerged as an indispensable component, fortifying the security and dependability of biometric authentication systems.

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Tutu Rulianda

23 Feb 2024 · 4 min read

Minimizing Mitigation

Reducing The Number of Mitigation Workflows to The Barest Minimum

Adopting proactive steps targeted at lowering susceptibility and exposure is one way to resolve security breaches, rather than depending exclusively on mitigation efforts. This is a complex plan that includes safeguards, strong security procedures, and a sturdy machine-learning infrastructure.

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Tutu Rulianda

18 Feb 2024 · 3 min read

Facial Profile Removal

KodeMetrix Online User Facial Profile Removal Implementation

KodeMetrix now provides free online facial profile removal for removing facial identification profiles from the face recognition database. Should you need to give it a try, please scroll down this screen to carry out the face profile removal procedure. Fill in the enrolled full name then tap Enter.

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Tutu Rulianda

8 Feb 2024 · 3 min read

Face Registration

KodeMetrix User Face Registration Concept and Implementation

KodeMetrix now offers free face registration. Should you need to give it a try with the facial recognition registration process, head over to the app. Fill in your full name or any name, then tap the Button twice. If your face profile matches the one from the database then your entry will be denied.

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Tutu Rulianda

3 Feb 2024 · 3 min read

Real-Time KodeMetrix Suite

KodeMetrix Real-Time Face Biometrics Concept and Realization

KodeMetrix now provides a collection of facial recognition and detection implementations for desktop and mobile versions. Most of the web apps are based on FaceAPI-JS except the one that is based on Exadel CompreFace JavaScript SDK. These web apps need ample client processing power to process data.

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Tutu Rulianda

1 Feb 2024 · 1 min read

Compreface JS SDK

KodeMetrix Real-Time Multiple-Face Recognition Realization

A facial recognition system is a technology capable of matching a human face from a digital image or a video frame against a database of faces. KodeMetrix utilizes JavaScript SDK provided by Exadel CompreFace in the context of frontend web user interfaces both for desktop version and mobile version.

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Tutu Rulianda

1 Feb 2024 · 3 min read