TAAFT
Free mode
100% free
Freemium
Free Trial
Create tool
GlossaryAI InfrastructureMel-Frequency Cepstral Coefficients (MFCCs)

Mel-Frequency Cepstral Coefficients (MFCCs)

[mɛl ˈfriːkwənsi ˈkɛpstrəl kəʊˈɛfɪʃənts]
AI Infrastructure
Last updated: December 9, 2024

Definition

Feature extraction technique that represents the short-term power spectrum of sound.

Detailed Explanation

Mathematical representation that mimics human auditory perception, created by taking the cosine transform of the mel-scaled log power spectrum. Widely used in speech and audio processing for feature extraction.

Use Cases

Speech recognition, speaker identification, music genre classification, audio fingerprinting

Related Terms

Intrusion Detection Systems

Systems that monitor network or system activities for malicious activities or policy violations.

AI Infrastructure

HPC Clusters

Groups of computers interconnected to act as a single unified computing resource.

AI Infrastructure

Actuators

Mechanical devices that convert energy into physical motion in robots.

AI Infrastructure