conv-emotion

Emotion recognition in conversations through various architectures.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is conv-emotion?

Conv-emotion is an open-source implementation of different architectures for emotion recognition in conversational data, providing a robust framework for developers and researchers to analyze emotions within text-based interactions.

Key differentiator

Conv-emotion offers a comprehensive, open-source approach to emotion recognition in conversations, making it ideal for developers and researchers who need flexibility and control over their models.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Supports multiple architectures for emotion recognitionmedium

Open-source and MIT-licensedmedium

Self-hosted solutionmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited pre-trained models for diverse languages and dialectshigh

Primary support is English with minimal documentation on training new models for other languages

Performance issues with large datasetsmedium

Processing times increase exponentially with larger input sizes, impacting real-time applications

Fit analysis

Who is it for?

✓ Best for

Researchers studying emotion recognition in text-based conversations

Developers building applications that require sentiment analysis of conversational data

✕ Not a fit for

Projects requiring real-time emotion detection with low latency

Applications needing a cloud-hosted solution without self-management

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with conv-emotion

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →