discriminator: meaning, definition, pronunciation and examples

C1
UK/dɪˈskrɪmɪneɪtə(r)/US/dɪˈskrɪməˌneɪtər/

Formal, Technical

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Quick answer

What does “discriminator” mean?

A device, feature, or system that identifies, distinguishes, or separates one thing from another based on specific characteristics.

Audio

Pronunciation

Definition

Meaning and Definition

A device, feature, or system that identifies, distinguishes, or separates one thing from another based on specific characteristics.

In machine learning, a component of a Generative Adversarial Network (GAN) that evaluates whether data is real or generated.

Dialectal Variation

British vs American Usage

Differences

No significant differences in meaning or usage. Spelling is consistent.

Connotations

Neutral technical term in both varieties.

Frequency

Equally low-frequency in general language but common in specific technical fields in both regions.

Grammar

How to Use “discriminator” in a Sentence

discriminator of + [criteria/feature]discriminator between + [A] and + [B]

Vocabulary

Collocations

strong
frequency discriminatorpulse discriminatorphase discriminatorGAN discriminator
medium
act as a discriminatordesign a discriminatortrain the discriminator
weak
good discriminatormain discriminatorelectronic discriminator

Usage

Meaning in Context

Business

Rare; may refer to a key factor that distinguishes successful products.

Academic

Common in engineering, computer science, and signal processing literature.

Everyday

Extremely rare; would be misunderstood by most non-specialists.

Technical

Essential term in electronics, machine learning, and telecommunications.

Vocabulary

Synonyms of “discriminator”

Neutral

differentiatordistinguisherselector

Weak

identifierjudgeevaluator

Vocabulary

Antonyms of “discriminator”

unifierblendergenerator (in AI context)aggregator

Watch out

Common Mistakes When Using “discriminator”

  • Confusing 'discriminator' (noun) with 'discriminatory' (adj. related to unfair bias).
  • Using it in non-technical contexts where 'distinguishing feature' or 'criterion' would be clearer.

FAQ

Frequently Asked Questions

Only distantly etymologically. In modern technical use, it carries no social connotation; it is a neutral term for a device or algorithm that distinguishes based on technical criteria.

No. The related verb is 'discriminate'. 'Discriminator' is exclusively a noun.

The 'generator'. The generator creates data, and the discriminator evaluates it.

No. It is a specialised technical term. An average speaker might guess its meaning from 'discriminate', but would not use it actively.

A device, feature, or system that identifies, distinguishes, or separates one thing from another based on specific characteristics.

Discriminator is usually formal, technical in register.

Discriminator: in British English it is pronounced /dɪˈskrɪmɪneɪtə(r)/, and in American English it is pronounced /dɪˈskrɪməˌneɪtər/. Tap the audio buttons above to hear it.

Phrases

Idioms & Phrases

  • None

Learning

Memory Aids

Mnemonic

Think of a DISCRIMINATOR as a DIS-CRIME-inator: it 'calls out' the 'crime' of being fake data in an AI system, distinguishing it from the real thing.

Conceptual Metaphor

A GATEKEEPER (allows only certain things through), a JUDGE (makes a binary decision), a FILTER (separates based on properties).

Practice

Quiz

Fill in the gap
In a Generative Adversarial Network, the 's job is to correctly identify synthetic data.
Multiple Choice

In which field is the term 'discriminator' MOST commonly used?

discriminator: meaning, definition, pronunciation and examples | Lingvocore