TTS Arena — AI Voice Model Leaderboard - ድምጺ ኣልቦ
20+ ጽሑፍ-እቲ-ቓል ሞዴላት ምትእስሳር. ኣመሓዳሪ መሳርሒታት, ልምምድ ልምምድ, እናተኻየደ ምትእስሳር.
ኣብ ቋንቋኻ ድምጺ TTS ኣይንረክብን እየን። ንገሊኡ ድምጺ ረክብ!
ድምጺካ ኺሕልዉ
ዳርጋ-ብ-ዳርጋ ምትእስሳር
ጽሑፍ ጻሕፍ፣ ክልተ ሞዴላት ምርኣይ፣ ከምኡ'ውን እቲ ውጽኢት ምጥቃም። ሞዴላት ጻሕፍቲ ኣባልነት የድልዮም ኣይኮኑን።
ነጻ ሞዴላት ብነጻ ይሰርሑ. ምዝገባ to compare premium models.
መራሒታት
| # | ምሳሌ | ሐሰተኛ | ዞባ | ርክብካ | ፍጥነት | ቍጽሪ |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 ድምጺ
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | ድምጺ የለን | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | ድምጺ የለን | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | ድምጺ የለን | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | ድምጺ የለን | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | ድምጺ የለን | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | ድምጺ የለን | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | ድምጺ የለን | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | ድምጺ የለን | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | ድምጺ የለን | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | ድምጺ የለን | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | ድምጺ የለን | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | ድምጺ የለን | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | ድምጺ የለን | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | ድምጺ የለን | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | ድምጺ የለን | medium | Standard | |
| 17 |
Indic Parler TTS
High-quality speech for 8+ Indian languages with natural-language voice control.
900M
8000h
2024
|
— | ድምጺ የለን | slow | Standard | |
| 18 |
KhanomTan TTS
Thai-first text-to-speech with a choice of speaker voices.
85M
100h
2023
|
— | ድምጺ የለን | fast | Standard | |
| 19 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | ድምጺ የለን | slow | Standard | |
| 20 |
Qwen3 TTS
Alibaba's multilingual TTS with preset voices and voice design from text.
1.7B
2025
|
— | ድምጺ የለን | medium | Standard | |
| 21 |
VieNeu-TTS-v2
Vietnamese + English code-switching TTS with 7 preset voices and zero-shot voice cloning. CPU-only, no GPU required.
0.3B
10000h
2026
|
— | ድምጺ የለን | fast | Standard | |
| 22 |
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B
2025
|
— | ድምጺ የለን | slow | Premium | |
| 23 |
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M
2025
|
— | ድምጺ የለን | fast | Standard | |
| 24 |
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M
1800000h
2025
|
— | ድምጺ የለን | fast | Standard | |
| 25 |
Kani TTS 2
Ultra-lightweight 400M English TTS model running in just 3GB VRAM.
400M
10000h
2026
|
— | ድምጺ የለን | fast | Free | |
| 26 |
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B
5000h
2025
|
— | ድምጺ የለን | slow | Free | |
| 27 |
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B
100000h
2025
|
— | ድምጺ የለን | fast | Standard | |
| 28 |
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M
50000h
2025
|
— | ድምጺ የለን | fast | Free | |
| 29 |
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M
2025
|
— | ድምጺ የለን | fast | Free | |
| 30 |
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M
200000h
2025
|
— | ድምጺ የለን | fast | Standard | |
| 31 |
NAMAA Saudi TTS
First open Saudi-Arabic TTS. Native Saudi dialect with Chatterbox-quality voice cloning.
300M
2026
|
— | ድምጺ የለን | medium | Standard | |
| 32 |
Darwin TTS
Cross-modal Qwen3-TTS variant with FFN weights blended from the Qwen3-1.7B language model for sharper multilingual cloning.
2.1B
2026
|
— | ድምጺ የለን | medium | Standard | |
| 33 |
MOSS-TTSD
Multi-speaker dialogue continuation model — generate podcast-style conversations with up to 5 speakers and 60 minutes of coherent audio.
7B
2026
|
— | ድምጺ የለን | medium | Standard | |
| 34 |
Ming-Omni TTS
Compact 0.5B omni-modal speech model from inclusionAI with high-fidelity 44.1kHz output and zero-shot voice cloning.
500M
2026
|
— | ድምጺ የለን | medium | Free | |
| 35 |
MOSS-TTS Nano
Tiny 100M MOSS-TTS variant — same architecture, 80x smaller, free-tier latency.
100M
500000h
2026
|
— | ድምጺ የለን | fast | Free |
ግምታት ርክብ
TTS.ai ረቛሒታት ኣብ 3 ርክብ ይቕጽል: ስነ-ጥበባዊነት፣ ርግኣት፣ንጥፍኣት።
Kokoro
Free
ስነ-ጥበባዊነት
4.8/5
ርሑቕ
4.7/5
ፍጥነት
4.9/5
መላእኽቲ
4.8/5
CosyVoice 2
Standard
ስነ-ጥበባዊነት
4.5/5
ርሑቕ
4.4/5
ፍጥነት
3.8/5
መላእኽቲ
4.26/5
Chatterbox
Premium
ስነ-ጥበባዊነት
4.7/5
ርሑቕ
4.5/5
ፍጥነት
3.4/5
መላእኽቲ
4.25/5
StyleTTS 2
Premium
ስነ-ጥበባዊነት
4.5/5
ርሑቕ
4.3/5
ፍጥነት
3.8/5
መላእኽቲ
4.23/5
Piper
Free
ስነ-ጥበባዊነት
3.5/5
ርሑቕ
4.2/5
ፍጥነት
4.95/5
መላእኽቲ
4.15/5
MeloTTS
Free
ስነ-ጥበባዊነት
3.8/5
ርሑቕ
4.1/5
ፍጥነት
4.6/5
መላእኽቲ
4.13/5
Dia TTS
Standard
ስነ-ጥበባዊነት
4.6/5
ርሑቕ
4.3/5
ፍጥነት
3.2/5
መላእኽቲ
4.09/5
VITS
Free
ስነ-ጥበባዊነት
3.4/5
ርሑቕ
4.0/5
ፍጥነት
4.8/5
መላእኽቲ
4.0/5
Orpheus
Standard
ስነ-ጥበባዊነት
4.3/5
ርሑቕ
4.1/5
ፍጥነት
3.5/5
መላእኽቲ
4.0/5
OpenVoice
Premium
ስነ-ጥበባዊነት
4.0/5
ርሑቕ
4.1/5
ፍጥነት
3.9/5
መላእኽቲ
4.0/5
IndexTTS-2
Standard
ስነ-ጥበባዊነት
4.3/5
ርሑቕ
4.1/5
ፍጥነት
3.2/5
መላእኽቲ
3.91/5
Spark TTS
Standard
ስነ-ጥበባዊነት
4.2/5
ርሑቕ
4.0/5
ፍጥነት
3.4/5
መላእኽቲ
3.9/5
Parler TTS
Standard
ስነ-ጥበባዊነት
4.1/5
ርሑቕ
3.9/5
ፍጥነት
3.4/5
መላእኽቲ
3.83/5
Tortoise TTS
Premium
ስነ-ጥበባዊነት
4.6/5
ርሑቕ
4.4/5
ፍጥነት
1.8/5
መላእኽቲ
3.7/5
Bark
Standard
ስነ-ጥበባዊነት
4.2/5
ርሑቕ
3.8/5
ፍጥነት
2.5/5
መላእኽቲ
3.57/5
ሜቶዶሎጂ
ምትካል ምርምር
- ሐርድዌር: 4x NVIDIA Tesla P40 (24GB VRAM ሓደ)፣ 96GB ኣብ ሙሉእ
- ጽሑፍ ምርምር: 5 ተለፎንታት ቴክኒካዊ፣ ስነ-ልቦናዊ፣ ስነ-ጽሑፋዊ፣ ስነ-ጽሑፋዊ፣ ስነ-ጽሑፋዊ
- ግምገማ: ሜትሪክስ ኣቶማቲክ (MOS ግምታዊ, WER, RTF) ተተሓሒዙ ምስ ሰብኣዊ ምጽባይ ፈተናታት
- ሒደት: 10 ግዜ ኣብ ሓደ ዑደት ዝተመርኮሰ፣ ድምጺ ርዝመት
ቍጽሪ
- ስነ-ጥበባዊነት (40%) ድምጺ፣ ድምጺ ድምጺ፣ ድምጺ ድምጺ፣ ድምጺ ድምጺ—ከመይ እዩ ሰብኣዊ ዝሰማዕካ?
- ርግኣት (30%): ልክዕነት ቃል፣ ብዛዕባ ስሕተት ቃል፣ ፍልጠት
- ፍጥነት (30%): ርኡይ ግዜ (audio seconds / generation seconds). ዝዓቢ = ዝደፍእ
- ቍጽሪ ርዝመት ርክብ: 0.4 x ስነ-ኣእምሮ + 0.3 x ርግጽነት + 0.3 x ፍጥነት
ርኢቶ፦ ብእተወሰነ መሳርሒታትና ዝግበር ምርምርን ጽሑፋትን ይሕብር። እቲ ኣብ ዓለም ዘሎ ጥራሕ ኣብ መልክዕ ጽሑፍ፣ ቋንቋን ምርጫ ቃላትን ይመርጽ። እቲ ኣብ ዞባ ዘሎ ደረጃታት ድማ ኣብ መልክዕ ናይቲ ኣብ ዓለም ዘሎ መሳርሒታት ዝግበር ምትእስሳር ይመርጽ።
ሕቶታት ዝቐረቡሉ ግዜ
እንታይ ክንገብር ንኽእል? ምላሽካ ንዘሎና ሕቶታት ንምፍታሕ ይሕግዘና እዩ።