AI-Generated Audio and Python 101

--IN PERSON--

June 24-26, 2024

9:00 am - 5:00 pm (MT) in-person meeting in Denver, Colorado
Instructor: Jeff Smith
Registration Deadline: June 20
$1,500

Artificial Intelligence (AI) is changing the world in nearly unimaginable ways. From deepfakes to ChatGPT, advances in synthetically generated media open new forms of entertainment, art, and communication while creating new threat vectors for crime and victimization. Forensic practitioners working with digital evidence need to understand the threat of AI generated media by understanding how various techniques work, what their limitations are, and what artifacts or forensic traces are left behind. This course will dig deeply into understanding AI and its application in audio by exploring speech analysis and synthetic voice generation. Attendees will learn the fundamentals of processing and generating audio with Python by using open-source libraries and applications to set the stage for tasks such as forensic audio analysis and authentication. 

This course will take a hands-on approach to audio and is designed for all skill levels with no previous Python experience needed. The course will cover the basics of Python programming, audio processing, and synthesis. However, students should be familiar with the computer command line (e.g., Mac Terminal, Windows Powershell).

REGISTER FOR SUMMER 2024 NCMF TRAINING COURSES

Audio Authentication for Forensic Casework

--IN PERSON--

June 30-July 2, 2024

9:00 am-5:00 pm (MT) in-person meeting in Denver, Colorado
Instructor: Catalin Grigoras
Registration Deadline: June 20
$1,500

Students will explore techniques to address challenges in the authentication of digital audio with regard to evidence admissibility and counterfeit detection. Foundations for forensic audio authentication, digital recording techniques, audio formats, and time domain analyses will be discussed. Students will complete hands-on exercises using real audio examples and forensic casework.

REGISTER FOR SUMMER 2024 NCMF TRAINING COURSES

In order to secure a spot in a course, payment must be made in full. Spots are available on a first-come, first-served basis.

Please note that some of the methods and software discussed and presented may only be available for demonstration purposes and/or to law enforcement agencies.

Previous experience/formal training with digital evidence is recommended for all courses.

 

– – Courses are offered in different modalities: some online and some in-person. – –

Online courses have the following computer requirements to participate:

• Completion of CU Denver access steps including: sponsored user request; account claiming; and multi-factor authentication via Duo Security. Instructions to complete each access step provided after registration.
• Completion of steps to connect to remote desktop. Instructions to complete provided after registration.
• High-speed, stable internet connection.
• Access to Zoom video conferencing software.
• Computer microphone to interact with instructor (video is optional).
• Optional: Multiple screens to more easily manage the Zoom session and hands-on remote computer work concurrently.

In-person courses will be hosted at the National Center for Media Forensics in Denver, Colorado. Travel arrangements and costs are the responsibility of the attendee. We strongly advise that attendees book refundable travel.

Attendees who successfully complete the exam at the end of each course will receive a letter and certificate of completion of the training. NCMF certificates do not constitute professional certification as a forensic expert.

Email ncmf@ucdenver.edu with any questions.