TTS Arena — AI የድምፅ ሞዴል መሪ
20+ ጽሑፍ-ወደ-ንግግር ሞዴሎችን ይወዳደሩ. የመንግስት መሳሪያዎች፣ የሕዝብ ደረጃዎች፣ እና በጎን በጎን መወዳደር።
አሁንም በቋንቋህ ላይ የቲቲኤስ ድምፆች የለንም። የራስህን ጨምርልን!
ድምፅዎን ይሸጡ
የጎን-በ-ጎን ማወዳደር
ጽሑፉን ይጻፉ፣ ሁለት ሞዴሎችን ይምረጡ፣ እና ውጤቶቹን ያወዳድሩ። ነፃ-ደረጃ ሞዴሎች ምንም መለያ አይጠይቁም
ነጻ ሞዴሎች ያለ መለያ ሥራ. ምዝገባ የፕሪሚየም ሞዴሎችን ለመወዳደር
ሞዴል
| # | ሞዴል | ፋይል | ማህበረሰብ | ደረጃዎ | ፍጥነት | ዐምድ |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 ድምፅ
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | ድምፅ አልተሰጠም | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | ድምፅ አልተሰጠም | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | ድምፅ አልተሰጠም | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | ድምፅ አልተሰጠም | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | ድምፅ አልተሰጠም | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | ድምፅ አልተሰጠም | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | ድምፅ አልተሰጠም | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | ድምፅ አልተሰጠም | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | ድምፅ አልተሰጠም | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | ድምፅ አልተሰጠም | medium | Standard | |
| 17 |
GLM-TTS
Achieves the lowest character error rate among open-source TTS models.
300M
2025
|
— | ድምፅ አልተሰጠም | medium | Standard | |
| 18 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | ድምፅ አልተሰጠም | slow | Standard | |
| 19 |
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B
2025
|
— | ድምፅ አልተሰጠም | medium | Standard | |
| 20 |
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B
2025
|
— | ድምፅ አልተሰጠም | slow | Premium | |
| 21 |
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M
2025
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 22 |
Dia 2
Streaming-first conversational TTS with multi-speaker dialogue and paralinguistic cues.
2B
2025
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 23 |
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M
1800000h
2025
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 24 |
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B
5000h
2025
|
— | ድምፅ አልተሰጠም | fast | Free | |
| 25 |
TADA
Zero-hallucination TTS with text-acoustic dual alignment, 5x faster than comparable LLM TTS.
1B
2026
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 26 |
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B
100000h
2025
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 27 |
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M
50000h
2025
|
— | ድምፅ አልተሰጠም | fast | Free | |
| 28 |
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M
2025
|
— | ድምፅ አልተሰጠም | fast | Free | |
| 29 |
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M
200000h
2025
|
— | ድምፅ አልተሰጠም | fast | Standard | |
| 30 |
MOSS-TTS
Ultra-long 20-language TTS supporting up to 1 hour of continuous generation with phoneme-level control.
8B
500000h
2026
|
— | ድምፅ አልተሰጠም | medium | Premium | |
| 31 |
MegaTTS3
ByteDance's sparse alignment TTS with adjustable intelligibility vs. speaker similarity.
1B
100000h
2025
|
— | ድምፅ አልተሰጠም | slow | Premium |
ዝርዝር የቤንችማርክ ውጤቶች
የTTS.ai በይፋዊ የትኩረት ነጥቦች በሦስት ርዕሰ ጉዳዮች ላይ ይገኛሉ: ተፈጥሮአዊነት፣ ትክክለኛነት፣ እና ፍጥነት.
Kokoro
Free
ተፈጥሯዊ
4.8/5
ትክክለኛነት
4.7/5
ፍጥነት
4.9/5
አጠቃላይ
4.8/5
CosyVoice 2
Standard
ተፈጥሯዊ
4.5/5
ትክክለኛነት
4.4/5
ፍጥነት
3.8/5
አጠቃላይ
4.26/5
Chatterbox
Premium
ተፈጥሯዊ
4.7/5
ትክክለኛነት
4.5/5
ፍጥነት
3.4/5
አጠቃላይ
4.25/5
StyleTTS 2
Premium
ተፈጥሯዊ
4.5/5
ትክክለኛነት
4.3/5
ፍጥነት
3.8/5
አጠቃላይ
4.23/5
Piper
Free
ተፈጥሯዊ
3.5/5
ትክክለኛነት
4.2/5
ፍጥነት
4.95/5
አጠቃላይ
4.15/5
MeloTTS
Free
ተፈጥሯዊ
3.8/5
ትክክለኛነት
4.1/5
ፍጥነት
4.6/5
አጠቃላይ
4.13/5
Dia TTS
Standard
ተፈጥሯዊ
4.6/5
ትክክለኛነት
4.3/5
ፍጥነት
3.2/5
አጠቃላይ
4.09/5
VITS
Free
ተፈጥሯዊ
3.4/5
ትክክለኛነት
4.0/5
ፍጥነት
4.8/5
አጠቃላይ
4.0/5
Orpheus
Standard
ተፈጥሯዊ
4.3/5
ትክክለኛነት
4.1/5
ፍጥነት
3.5/5
አጠቃላይ
4.0/5
OpenVoice
Premium
ተፈጥሯዊ
4.0/5
ትክክለኛነት
4.1/5
ፍጥነት
3.9/5
አጠቃላይ
4.0/5
IndexTTS-2
Standard
ተፈጥሯዊ
4.3/5
ትክክለኛነት
4.1/5
ፍጥነት
3.2/5
አጠቃላይ
3.91/5
Spark TTS
Standard
ተፈጥሯዊ
4.2/5
ትክክለኛነት
4.0/5
ፍጥነት
3.4/5
አጠቃላይ
3.9/5
Parler TTS
Standard
ተፈጥሯዊ
4.1/5
ትክክለኛነት
3.9/5
ፍጥነት
3.4/5
አጠቃላይ
3.83/5
Tortoise TTS
Premium
ተፈጥሯዊ
4.6/5
ትክክለኛነት
4.4/5
ፍጥነት
1.8/5
አጠቃላይ
3.7/5
Bark
Standard
ተፈጥሯዊ
4.2/5
ትክክለኛነት
3.8/5
ፍጥነት
2.5/5
አጠቃላይ
3.57/5
መተላለፊያ
የመተግበሪያ መጫኛ
- ሃርድዌር፦ 4x NVIDIA Tesla P40 (24GB VRAM አንድ), 96GB በሙሉ
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- ደረጃ፦ አውቶማቲክ ሜትሪክስ (MOS ትንበያ, WER, RTF) ከሰው መስማት ሙከራዎች ጋር የተቀላቀሉ
- ይጀምራል፦ እያንዳንዱ ሞዴል 10 ጊዜ በአንድ ጊዜ ተሞከረ ፣ ደረጃዎች መካከለኛ ናቸው
ደረጃዎች
- ተፈጥሯዊነት (40%)፦ ፕሮሶዲ፣ ኢንቶኔሽን፣ ሪትም፣ ስሜት - እንዴት እንደ ሰው ይሰማል?
- ትክክለኛነት (30%)፦ የድምፅ ትክክለኛነት፣ የቃል ስህተት መጠን፣ ግልጽነት
- ፍጥነት (%s): እውነተኛ-ጊዜ ፋክተር (የድምፅ ሰከንዶች / የፈጠራ ሰከንዶች). ከፍ ያለ = ፈጣን
- አጠቃላይ፦ መካከለኛ: 0.4 x ተፈጥሮ + 0.3 x ትክክለኛነት + 0.3 x ፍጥነት
ማስታወሻ፦ የቤንችማርኮች ውጤት በግልጽ የሃርድዌር እና የሙከራ ጽሑፎቻችን ላይ ያመለክታል። እውነተኛው የዓለም ጥራት በመግባት ጽሑፍ፣ ቋንቋ እና የድምፅ ምርጫ ላይ የተመሠረተ ሊለያይ ይችላል። የኅብረተሰብ ደረጃዎች በተለያዩ እውነተኛ ጥቅሞች ላይ የተመሠረተ የተሟላ ምልክት ይሰጣሉ።
ብዙ ጊዜ የሚጠየቁ ጥያቄዎች
ምን ማሻሻል እንችላለን? አስተያየቶችዎ ችግሮችን ለመፍታት ይረዳሉ.