When AI recreates the female voice, it also rewrites who gets heard

2025-12-24 · Source: Artificial intelligence (AI) – The Conversation · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Media & Entertainment · Depth: Fundamental Awareness, medium

Summary

Voice cloning platforms like ElevenLabs enable replication of voices from short audio samples for a fee, significantly impacting cultural and artistic expression. While female artists like Grimes and Holly Herndon have explored these technologies creatively, male producers are also using them to present as female artists, raising concerns about gender appropriation. For example, producer Harrison Walker was accused by Jorja Smith's label of cloning her vocals for his single "I Run," though Walker claimed he used AI-assisted processing on his own voice. AI artist Oliver McCann and producer Timbaland have also created female personas and avatars, like TaTa and Noonoouri, with Noonoouri's creator, Jeorg Zuber, using his feminized voice and motion capture. This trend highlights power dynamics where technology, often controlled by cisgender men, risks becoming a tool for dominance rather than genuine expression, potentially perpetuating misogynistic ideas of female identity.

Key takeaway

For CTOs and VPs of Engineering evaluating AI voice technologies, you must consider the ethical implications beyond technical capabilities. The ease of voice replication and persona creation risks perpetuating gender appropriation and misogynistic representations, especially when male creators simulate female identities. Your teams should implement clear ethical guidelines and transparency mechanisms to prevent misuse and ensure equitable representation, safeguarding against technologies becoming tools of dominance rather than creative expansion.

Key insights

AI voice cloning technology raises concerns about gender appropriation and control over female identity in artistic expression.

Principles

• Voice as information loses physical form.
• Technology reveals power dynamics.
• Simulation can perpetuate stereotypes.

In practice

• Analyze AI-generated content for gender bias.
• Scrutinize creator intent in AI voice use.

Topics

• Voice Cloning Technology
• AI in Music Production
• Gender Appropriation
• Digital Avatars
• AI Ethics

Best for: CTO, VP of Engineering/Data, Director of AI/ML, AI Ethicist, Creative Technologist, Tech Journalist

Related on AIssential

• My most controversial opinion.... — Audiences prefer human-generated content over AI-generated media, viewing the latter as low-effort and transient.
• SUNO 5.5 INSANITY and other AI news... — Suno's new voice cloning and custom model features advance AI music generation, blurring lines between human and AI-created sound.
• Synthesizing the Slip: Design Past the Artifact Layer — AI can engineer belief and reshape reality by synthesizing organic language through persona-driven loops.
• Voice Cloning: Train AI to Write Exactly Like You — Prompt to Profit · Day 17 of 30 — AI can be trained to replicate unique writing styles by documenting and applying specific stylistic deviations.
• The shock of seeing your body used in deepfake porn — AI-generated deepfakes exploit adult content creators' bodies and likenesses, creating "embodied harms" and legal challenges.
• When AI Breaks the Systems Meant to Hear Us — AI-driven process shock overwhelms human-centric systems by decoupling input volume from human effort.

Open in AIssential →

Editorial summary, takeaway, and curation by AIssential. Original article published by Artificial intelligence (AI) – The Conversation.