ComingUp ComingUp
Voice Cloning Models, Measured Across Five Languages

Voice Cloning Models, Measured Across Five Languages

Jul 2, 2026 AI & Machine Learning
benchmarks multilingual speech-synthesis text_to_speech voice cloning

Gallery

Voice Cloning Models, Measured Across Five Languages

About

I have been building Speech Studio, an open-source local voice-cloning app, and just published a benchmark for the models behind the current stack. Benchmark: https://www.soniqo.audio/blog/voice-cloning-benchmarks Models tested: OmniVoice int8 Chatterbox Multilingual fp16 VoxCPM2 bf16 Fish Audio S2 Pro fp16 Languages: English, German, Modern Standard Arabic, Spanish, Mandarin Chinese. The page includes reference audio, generated audio, speaker similarity, WER/CER, generated audio length, and RTF...

Comments (9)

Lysanne Gerlach Lysanne Gerlach 1 week ago

five languages is incredible

Halle Bernier Halle Bernier 1 week ago

cross-language WER numbers would make this more useful

Eliane Hessel Eliane Hessel 1 week ago

which of the five languages scored the worst?

Amie Deckow Amie Deckow 1 week ago

five languages feels like a small sample for any real benchmarking

Florence Blick Florence Blick 1 week ago

Bet english dominated the scores, what about the other four languages?

Dayne Gulgowski Dayne Gulgowski 6 days ago

how much does quality drop for non-english languages

Hertha Leffler Hertha Leffler 4 days ago

Really useful seeing these models compared across languages

Hugh Durgan Hugh Durgan 3 days ago

how do these stack against elevenlabs pricing?

Lora Fadel Lora Fadel 3 days ago

Which language had the most natural sounding clones?