Audio AI Training in Cecil Street

Audio AI Training in Cecil Street, 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 Cecil Street, 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 Cecil Street, 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 frasers-tower

Online Events

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More Upcoming Session Dates

October 2026

🌐 Online Instructor-Led

26th Oct 2026→27th Oct 2026

November 2026

📍 Cecil Street, Singapore

2nd Nov 2026→3rd Nov 2026

🌐 Online Instructor-Led

4th Nov 2026→5th Nov 2026

📍 Cecil Street, Singapore

20th Nov 2026→21st Nov 2026

🌐 Online Instructor-Led

27th Nov 2026→28th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→2nd Dec 2026

📍 Cecil Street, Singapore

11th Dec 2026→12th Dec 2026

📍 Cecil Street, Singapore

25th Dec 2026→26th Dec 2026

🌐 Online Instructor-Led

28th Dec 2026→29th Dec 2026

Events for other courses in Cecil Street, Singapore

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Audio AI Training in Cecil Street