TTS Arena - AI Ses Model Liderbordy
20+ metinden söze modelleri deňeşdir. Resmi ölçegler, jemgyýetçilik bahalar, we deňeşdirme.
Siziň dilinde häzirlikçe TTS sesleri ýok. Bize özüňkileri goşmaga kömek et!
Sesini Saýla
Saýlawlary deňeşdir
Metin ýaz, iki model saýla, we netijeleri deňle. Free-tier modeller hasap gerek etmeýär.
Beýiklik _Gün tertibi premium modelleri deňeşdirmek üçin
Reňk
| # | Mody | Resmi | Toplum | Seniň bahaň | Tizlik | _Göçür |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 ses
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | Heniz ses ýok | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | Heniz ses ýok | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | Heniz ses ýok | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | Heniz ses ýok | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | Heniz ses ýok | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | Heniz ses ýok | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | Heniz ses ýok | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | Heniz ses ýok | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | Heniz ses ýok | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | Heniz ses ýok | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | Heniz ses ýok | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | Heniz ses ýok | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | Heniz ses ýok | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | Heniz ses ýok | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | Heniz ses ýok | medium | Standard | |
| 17 |
GLM-TTS
Achieves the lowest character error rate among open-source TTS models.
300M
2025
|
— | Heniz ses ýok | medium | Standard | |
| 18 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | Heniz ses ýok | slow | Standard | |
| 19 |
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B
2025
|
— | Heniz ses ýok | medium | Standard | |
| 20 |
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B
2025
|
— | Heniz ses ýok | slow | Premium | |
| 21 |
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M
2025
|
— | Heniz ses ýok | fast | Standard | |
| 22 |
Zonos
Emotion-controllable TTS with fine-grained sliders for happiness, anger, sadness, and more.
1.6B
200000h
2025
|
— | Heniz ses ýok | medium | Standard | |
| 23 |
Dia 2
Streaming-first conversational TTS with multi-speaker dialogue and paralinguistic cues.
2B
2025
|
— | Heniz ses ýok | fast | Standard | |
| 24 |
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M
1800000h
2025
|
— | Heniz ses ýok | fast | Standard | |
| 25 |
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B
5000h
2025
|
— | Heniz ses ýok | fast | Free | |
| 26 |
TADA
Zero-hallucination TTS with text-acoustic dual alignment, 5x faster than comparable LLM TTS.
1B
2026
|
— | Heniz ses ýok | fast | Standard | |
| 27 |
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B
100000h
2025
|
— | Heniz ses ýok | fast | Standard | |
| 28 |
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M
50000h
2025
|
— | Heniz ses ýok | fast | Free | |
| 29 |
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M
2025
|
— | Heniz ses ýok | fast | Free | |
| 30 |
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M
200000h
2025
|
— | Heniz ses ýok | fast | Standard | |
| 31 |
MOSS-TTS
Ultra-long 20-language TTS supporting up to 1 hour of continuous generation with phoneme-level control.
8B
500000h
2026
|
— | Heniz ses ýok | medium | Premium | |
| 32 |
MegaTTS3
ByteDance's sparse alignment TTS with adjustable intelligibility vs. speaker similarity.
1B
100000h
2025
|
— | Heniz ses ýok | slow | Premium |
Detaly Benchmark Seçenekler
Resmi TTS.ai benchmark üç ölçegden geçýär: tebigylyk, dogrylyk we tizlik.
Kokoro
Free
Takyklyk
4.8/5
Düzgünlik
4.7/5
Tizlik
4.9/5
Iňlisçe
4.8/5
CosyVoice 2
Standard
Takyklyk
4.5/5
Düzgünlik
4.4/5
Tizlik
3.8/5
Iňlisçe
4.26/5
Chatterbox
Premium
Takyklyk
4.7/5
Düzgünlik
4.5/5
Tizlik
3.4/5
Iňlisçe
4.25/5
StyleTTS 2
Premium
Takyklyk
4.5/5
Düzgünlik
4.3/5
Tizlik
3.8/5
Iňlisçe
4.23/5
Piper
Free
Takyklyk
3.5/5
Düzgünlik
4.2/5
Tizlik
4.95/5
Iňlisçe
4.15/5
MeloTTS
Free
Takyklyk
3.8/5
Düzgünlik
4.1/5
Tizlik
4.6/5
Iňlisçe
4.13/5
Dia TTS
Standard
Takyklyk
4.6/5
Düzgünlik
4.3/5
Tizlik
3.2/5
Iňlisçe
4.09/5
VITS
Free
Takyklyk
3.4/5
Düzgünlik
4.0/5
Tizlik
4.8/5
Iňlisçe
4.0/5
Orpheus
Standard
Takyklyk
4.3/5
Düzgünlik
4.1/5
Tizlik
3.5/5
Iňlisçe
4.0/5
OpenVoice
Premium
Takyklyk
4.0/5
Düzgünlik
4.1/5
Tizlik
3.9/5
Iňlisçe
4.0/5
IndexTTS-2
Standard
Takyklyk
4.3/5
Düzgünlik
4.1/5
Tizlik
3.2/5
Iňlisçe
3.91/5
Spark TTS
Standard
Takyklyk
4.2/5
Düzgünlik
4.0/5
Tizlik
3.4/5
Iňlisçe
3.9/5
Parler TTS
Standard
Takyklyk
4.1/5
Düzgünlik
3.9/5
Tizlik
3.4/5
Iňlisçe
3.83/5
Tortoise TTS
Premium
Takyklyk
4.6/5
Düzgünlik
4.4/5
Tizlik
1.8/5
Iňlisçe
3.7/5
Bark
Standard
Takyklyk
4.2/5
Düzgünlik
3.8/5
Tizlik
2.5/5
Iňlisçe
3.57/5
Benchmark Methodology
Test Guýruklary
- _Saýlawlar 4x NVIDIA Tesla P40 (24GB VRAM her biri), jemi 96GB
- Test metin: 5 standartlaşdyrylan sözlemler dürli sözlemleri öz içine alýar (aýdym, dialog, tehnika, duýgu, köp dil)
- _Bejerme: Otomatik metrikler (MOS hasaplama, WER, RTF) adam diňlemek synaglary bilen birleşdirilen
- Işleýär: Her bir model 10 gezek synag edilýär, ortaça netijeler
Jezalandyrmak
- Takyklyk (40%): Prosody, intonasiýa, ritmi, emosiýa — bu näçe adama ýakymly?
- Düzgünlik (30%): Sözler
- _Tizlik: Hakykat wagt faktory (audio sekuntlar / emele getiriş sekuntlar). Beýik = çalt.
- Toplam: Agyrlyk ortaçasy: 0.4 x Takyklyk + 0.3 x Dogrylyk + 0.3 x Tizlik
Notlar: Benchmarks biziň belli bir hajatlary we test metinleri üstünde işleýşi görkezýär. Hakykat dünýäniň hili girýän metin, dil we ses saýlawyna görä üýtgep biler. Toplum bahalary dürli hakykat ulanmaklara esaslanan bir goşmaça signaly hödürleýär.
Gynançly Soraglar
Biz nämeni gowy edip bileris? Siziň pikiriňiz bize kynçylyklary düzetmäge kömek eder.
Sesini Tap
Kokoro, Piper, VITS, ýa-da MeloTTS bilen islendik modeli mugt synap gör. Hiç hasap gerek däl.