Music2emo

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Music2emo is an AI audio & music tool that analyzes the emotional characteristics of uploaded audio files. It predicts mood tags, valence, and arousal scores for music.

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At a glance

Pricing

Free

Free tier

Yes

API

Skill level

Non-technical

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About

What is Music2emo?

Music2emo is an AI-powered tool available as a Hugging Face Space, designed for unified music emotion recognition. Users can upload an audio file to receive a detailed analysis of its emotional characteristics. The model provides predictions for various mood tags, as well as quantitative scores for valence (positivity) and arousal (intensity). This tool is particularly useful for researchers, music psychologists, and anyone interested in understanding the emotional impact and nuances of musical pieces through an objective, AI-driven approach.

Best used for

Ideal for researchers and music psychologists who need to objectively analyze the emotional content of music, predict specific mood tags, and quantify valence and arousal scores. Especially valuable for academic studies or applications requiring data-driven insights into musical emotion.

Common actions

analyze music emotion

predict music mood

score music valence

score music arousal

aifun toolsContent generationAutomationEducationTask automationAI chatbots

Capabilities

Key features

Analyze audio emotional characteristics
Predict mood tags
Calculate valence scores
Calculate arousal scores

Target Audience

music researchersmusic psychologistsaudio engineersgame developers

Integrations

Not yet documented

Pricing & Plans

Free

FAQs

What kind of audio files can I upload to Music2emo?

Music2emo is designed to analyze general audio files, likely focusing on music. While specific formats aren't listed, standard audio formats like MP3 or WAV are typically supported by such platforms. Users should experiment with common formats.

What do 'valence' and 'arousal' scores represent in the analysis?

Valence refers to the positivity or negativity of the emotion expressed in the music, ranging from sad to happy. Arousal indicates the intensity or energy level, from calm to excited. These scores provide a dimensional understanding of musical emotion.

Is there a limit to the length of the audio file I can upload?

The live website does not specify any explicit limits on audio file length. However, as a free Hugging Face Space, there might be implicit processing time or file size constraints. Users should test with longer files if needed.

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Research & Education › Academic Research Data & Analytics › Statistical & Scientific

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