Audio AI Training in Marina Bay

Audio AI Training in Marina Bay, Singapore

This training introduces participants to the foundations and applications of Audio AI, focusing on audio processing, sound classification and speech recognition.

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Audio AI Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Audio AI Training course with hands-on, instructor-led sessions. This training introduces participants to the foundations and applications of Audio AI, focusing on audio processing, sound...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: IOA82
14 Hrs
Last Updated: April 2026

Course Rating5/5

This training introduces participants to the foundations and applications of Audio AI, focusing on audio processing, sound classification, speech recognition, and generative audio using machine learning. The training blends theory with hands-on practice using open-source tools and models.

Welcome to the official Audio AI Training certification program in Marina Bay, Singapore. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Basic knowledge of Python
Familiarity with machine learning concepts
Understanding of audio formats and sampling (optional)

By the end of this course, participants will be able to build and evaluate AI-powered audio applications, including speech recognition, sound classification, and voice generation, using modern tools and techniques.

Understand how AI processes audio data
Work with audio feature extraction techniques
Build simple models for sound and speech recognition
Use pre-trained models for audio classification and generation
Apply tools for noise reduction, speech-to-text, and voice synthesis

Audio data preprocessing and feature extraction
Model building for sound classification
Speech recognition using AI tools
Audio generation using models like TTS and music transformers
Evaluation metrics for audio AI performance

ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Fundamentals of Audio AI and Recognition

Introduction to Audio AI

What is Audio AI and how it's used
Applications: speech recognition, sound detection, generative audio
Tools and libraries: Librosa, PyDub, SpeechRecognition, torchaudio

Working with Audio Data

Audio file types, formats, and sampling rates
Loading, visualizing, and segmenting audio
Extracting features: MFCC, spectrograms, chroma, zero crossing

Audio Classification Basics

Building a simple sound classification model
Training on environmental sounds or musical instruments

Speech Recognition with Pretrained Models

Intro to speech-to-text
Using libraries like Vosk, Whisper, or Wav2Vec2

Generative Audio and Advanced Applications

Noise Reduction and Audio Enhancement

Identifying and removing background noise
Signal processing filters and neural noise suppressors

Text-to-Speech and Voice Synthesis

Understanding TTS pipelines
Tools: Google TTS, Coqui TTS, ElevenLabs (overview)

Intro to Audio Generation with AI

Music generation basics (MusicLM, Jukebox overview)
Creative use cases: podcasting, sound design, storytelling
Limitations and ethical considerations

Final Exercises and Wrap-Up

Summary, best practices, and further learning paths

Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.

Participants will be evaluated based on:
Daily quizzes, mock questions and query resolution. Participation in hands-on exercises and labs. Performance in the final review and hands-on exercises will be evaluated.
ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Audio AI Training Events in marina-bay

Online Events

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More Upcoming Session Dates

November 2026

📍 Marina Bay, Singapore

8th Nov 2026→9th Nov 2026

🌐 Online Instructor-Led

9th Nov 2026→10th Nov 2026

🌐 Online Instructor-Led

18th Nov 2026→19th Nov 2026

📍 Marina Bay, Singapore

28th Nov 2026→29th Nov 2026

December 2026

📍 Marina Bay, Singapore

5th Dec 2026→6th Dec 2026

🌐 Online Instructor-Led

6th Dec 2026→7th Dec 2026

📍 Marina Bay, Singapore

18th Dec 2026→19th Dec 2026

🌐 Online Instructor-Led

19th Dec 2026→20th Dec 2026

January 2027

🌐 Online Instructor-Led

1st Jan 2027→2nd Jan 2027

📍 Marina Bay, Singapore

12th Jan 2027→13th Jan 2027

📍 Marina Bay, Singapore

25th Jan 2027→26th Jan 2027

🌐 Online Instructor-Led

26th Jan 2027→27th Jan 2027

Events for other courses in Marina Bay, Singapore

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Audio AI Training in Marina Bay