TTS Arena — AI Leaderboard Samhail Guth
Déan comparáid idir 20 + samhlacha téacs-go-urlabhra. tagarmharcanna oifigiúla, rátálacha pobail, agus comparáid taobh le taobh.
Comparáid Taobh le Taobh
Clóscríobh téacs, roghnaigh dhá mhúnla, agus na torthaí a chur i gcomparáid.
Oibríonn samhlacha saor in aisce gan cuntas. Cláraigh anois! chun comparáid a dhéanamh idir samhlacha préimhe.
Samhail an Chéimchláir
| # | Samhail | Oifigiúil | Comhphobal | Do Rátáil | Luas | Tionscadal |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 vóta
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | Níl aon vótaí fós | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | Níl aon vótaí fós | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | Níl aon vótaí fós | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | Níl aon vótaí fós | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | Níl aon vótaí fós | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | Níl aon vótaí fós | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | Níl aon vótaí fós | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | Níl aon vótaí fós | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | Níl aon vótaí fós | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | Níl aon vótaí fós | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | Níl aon vótaí fós | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | Níl aon vótaí fós | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | Níl aon vótaí fós | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | Níl aon vótaí fós | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | Níl aon vótaí fós | medium | Standard | |
| 17 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | Níl aon vótaí fós | slow | Standard | |
| 18 |
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B
2025
|
— | Níl aon vótaí fós | medium | Standard |
Scóir Mionsonraithe Tagarmharc
Scóir tagarmharc oifigiúil TTS.ai thar thrí ghné: nádúrthacht, cruinneas agus luas.
Kokoro
Free
Nádúrthacht
4.8/5
Cruinneas
4.7/5
Luas
4.9/5
Foriomlán
4.8/5
CosyVoice 2
Standard
Nádúrthacht
4.5/5
Cruinneas
4.4/5
Luas
3.8/5
Foriomlán
4.26/5
Chatterbox
Premium
Nádúrthacht
4.7/5
Cruinneas
4.5/5
Luas
3.4/5
Foriomlán
4.25/5
StyleTTS 2
Premium
Nádúrthacht
4.5/5
Cruinneas
4.3/5
Luas
3.8/5
Foriomlán
4.23/5
Piper
Free
Nádúrthacht
3.5/5
Cruinneas
4.2/5
Luas
4.95/5
Foriomlán
4.15/5
MeloTTS
Free
Nádúrthacht
3.8/5
Cruinneas
4.1/5
Luas
4.6/5
Foriomlán
4.13/5
Dia TTS
Standard
Nádúrthacht
4.6/5
Cruinneas
4.3/5
Luas
3.2/5
Foriomlán
4.09/5
VITS
Free
Nádúrthacht
3.4/5
Cruinneas
4.0/5
Luas
4.8/5
Foriomlán
4.0/5
Orpheus
Standard
Nádúrthacht
4.3/5
Cruinneas
4.1/5
Luas
3.5/5
Foriomlán
4.0/5
OpenVoice
Premium
Nádúrthacht
4.0/5
Cruinneas
4.1/5
Luas
3.9/5
Foriomlán
4.0/5
IndexTTS-2
Standard
Nádúrthacht
4.3/5
Cruinneas
4.1/5
Luas
3.2/5
Foriomlán
3.91/5
Spark TTS
Standard
Nádúrthacht
4.2/5
Cruinneas
4.0/5
Luas
3.4/5
Foriomlán
3.9/5
Parler TTS
Standard
Nádúrthacht
4.1/5
Cruinneas
3.9/5
Luas
3.4/5
Foriomlán
3.83/5
Tortoise TTS
Premium
Nádúrthacht
4.6/5
Cruinneas
4.4/5
Luas
1.8/5
Foriomlán
3.7/5
Bark
Standard
Nádúrthacht
4.2/5
Cruinneas
3.8/5
Luas
2.5/5
Foriomlán
3.57/5
Modheolaíocht Tagartha
Socrú Tástála
- Crua- earraí: 4x NVIDIA Tesla P40 (24GB VRAM gach ceann), 96GB san iomlán
- Téacs tástála: 5 sliocht chaighdeánaithe a chlúdaíonn patrúin éagsúla cainte (narrative, dialóg, teicniúil, mothúchánach, ilteangach)
- Meastóireacht: Méadair uathoibrithe (meastachán MOS, WER, RTF) in éineacht le tástálacha éisteachta daonna
- Rith: Gach samhail a thástáil 10 n-uaire in aghaidh an sliocht, scóir meán
Critéir Scórála
- Nádúrthacht (40%): Prosody, intonation, rithim, mothúchán — cé chomh daonna a fhuaimníonn sé?
- Cruinneas (30%): Ceartacht fuaimnithe, ráta earráide focal, intuigtheacht
- Luas (30%): Fachtóir fíor-ama (soicind fuaime / soicind giniúna). Níos airde = níos tapúla.
- Foriomlán: Meán ualaithe: 0.4 x Nádúrthacht + 0.3 x Cruinneas + 0.3 x Luas
Nóta: Léiríonn tagarmharcanna feidhmíocht ar ár crua-earraí sonracha agus téacsanna tástála. D'fhéadfadh cáilíocht fíor-saoil a bheith éagsúil bunaithe ar théacs ionchuir, teanga, agus roghnú guth.
Ceisteanna a chuirtear go minic
Faigh do ghuth foirfe
Bain triail as aon tsamhail saor in aisce le Kokoro, Piper, VITS, nó MeloTTS. Níl aon chuntas ag teastáil.