TTS Arena — AI آواز ماڊل ليڊر بورڊ
20+ متن کان ڳالهائڻ جا ماڊل مقابلو ڪريو. سرڪاري معيار، برادري جي درجي بندي، ۽ پاسي-پاسي مقابلو.
پاسي پاسي مقابلو
متن لک، ٻه ماڊل چونڊ ۽ نتيجن جو مقابلو ڪر. مفت ماڊلن کي اڪائونٽ جي ضرورت نه آھي.
مفت ماڊل اڪائونٽ کانسواءِ ڪم ڪن ٿا. رجسٽر ٿيو اعلي معيار جي ماڊلن جي مقابلي لاءِ.
ماڊل ليڊر بورڊ
| # | ماڊل | سرڪاري | برادري | توھان جو تصنيف | رفتار | جانور |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 ووٽ
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | اڃان ڪو ووٽ نه | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | اڃان ڪو ووٽ نه | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | اڃان ڪو ووٽ نه | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | اڃان ڪو ووٽ نه | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | اڃان ڪو ووٽ نه | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | اڃان ڪو ووٽ نه | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | اڃان ڪو ووٽ نه | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | اڃان ڪو ووٽ نه | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | اڃان ڪو ووٽ نه | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | اڃان ڪو ووٽ نه | medium | Standard | |
| 17 |
Indic Parler TTS
High-quality speech for 8+ Indian languages with natural-language voice control.
900M
8000h
2024
|
— | اڃان ڪو ووٽ نه | slow | Standard | |
| 18 |
KhanomTan TTS
Thai-first text-to-speech with a choice of speaker voices.
85M
100h
2023
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 19 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | اڃان ڪو ووٽ نه | slow | Standard | |
| 20 |
Qwen3 TTS
Alibaba's multilingual TTS with preset voices and voice design from text.
1.7B
2025
|
— | اڃان ڪو ووٽ نه | 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
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 22 |
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B
2025
|
— | اڃان ڪو ووٽ نه | slow | Premium | |
| 23 |
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M
2025
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 24 |
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M
1800000h
2025
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 25 |
Kani TTS 2
Ultra-lightweight 400M English TTS model running in just 3GB VRAM.
400M
10000h
2026
|
— | اڃان ڪو ووٽ نه | fast | Free | |
| 26 |
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B
5000h
2025
|
— | اڃان ڪو ووٽ نه | slow | Free | |
| 27 |
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B
100000h
2025
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 28 |
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M
50000h
2025
|
— | اڃان ڪو ووٽ نه | fast | Free | |
| 29 |
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M
2025
|
— | اڃان ڪو ووٽ نه | fast | Free | |
| 30 |
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M
200000h
2025
|
— | اڃان ڪو ووٽ نه | fast | Standard | |
| 31 |
NAMAA Saudi TTS
First open Saudi-Arabic TTS. Native Saudi dialect with Chatterbox-quality voice cloning.
300M
2026
|
— | اڃان ڪو ووٽ نه | 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
|
— | اڃان ڪو ووٽ نه | 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
|
— | اڃان ڪو ووٽ نه | 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
|
— | اڃان ڪو ووٽ نه | medium | Free | |
| 35 |
MOSS-TTS Nano
Tiny 100M MOSS-TTS variant — same architecture, 80x smaller, free-tier latency.
100M
500000h
2026
|
— | اڃان ڪو ووٽ نه | fast | Free |
تفصيلي بينچ مارڪ رڪارڊ
سرڪاري TTS.ai بينچ مارڪ ٽين ابعاد ۾ اسڪور ڪري ٿو: طبيعت، دقت ۽ رفتار.
Kokoro
Free
فطرت
4.8/5
دقت
4.7/5
رفتار
4.9/5
مجموعي
4.8/5
CosyVoice 2
Standard
فطرت
4.5/5
دقت
4.4/5
رفتار
3.8/5
مجموعي
4.26/5
Chatterbox
Premium
فطرت
4.7/5
دقت
4.5/5
رفتار
3.4/5
مجموعي
4.25/5
StyleTTS 2
Premium
فطرت
4.5/5
دقت
4.3/5
رفتار
3.8/5
مجموعي
4.23/5
Piper
Free
فطرت
3.5/5
دقت
4.2/5
رفتار
4.95/5
مجموعي
4.15/5
MeloTTS
Free
فطرت
3.8/5
دقت
4.1/5
رفتار
4.6/5
مجموعي
4.13/5
Dia TTS
Standard
فطرت
4.6/5
دقت
4.3/5
رفتار
3.2/5
مجموعي
4.09/5
VITS
Free
فطرت
3.4/5
دقت
4.0/5
رفتار
4.8/5
مجموعي
4.0/5
Orpheus
Standard
فطرت
4.3/5
دقت
4.1/5
رفتار
3.5/5
مجموعي
4.0/5
OpenVoice
Premium
فطرت
4.0/5
دقت
4.1/5
رفتار
3.9/5
مجموعي
4.0/5
IndexTTS-2
Standard
فطرت
4.3/5
دقت
4.1/5
رفتار
3.2/5
مجموعي
3.91/5
Spark TTS
Standard
فطرت
4.2/5
دقت
4.0/5
رفتار
3.4/5
مجموعي
3.9/5
Parler TTS
Standard
فطرت
4.1/5
دقت
3.9/5
رفتار
3.4/5
مجموعي
3.83/5
Tortoise TTS
Premium
فطرت
4.6/5
دقت
4.4/5
رفتار
1.8/5
مجموعي
3.7/5
Bark
Standard
فطرت
4.2/5
دقت
3.8/5
رفتار
2.5/5
مجموعي
3.57/5
معياري طريقيڪار
آزمائش جي ترتيب
- هارڊويئر: 4x NVIDIA Tesla P40 (24GB VRAM هر)، 96GB گڏيل
- آزمائشي متن: 5 معياري حصا مختلف ڳالهائڻ جي نمونن کي ڍڪيندا آهن (قصو، گفتگو، فني، جذباتي، ڪيترن ٻولين ۾)
- درجه بندي: خودڪار ميٽرڪ (MOS اندازو، WER، RTF) انسان ٻڌڻ ٽيسٽ سان گڏ
- ڊرائيو: هر ماڊل 10 ڀيرا آزمايو ويو، اوسط نمبر
رڪارڊ ڪرڻ جا معيار
- طبيعت (40%): پروسيڊي، انتونيشن، ريتم، احساس - اهو ڪيترو انساني آهي؟
- دقت (30%): آواز جي صحيحي، لفظ جي غلطي جي شرح، سمجھائي
- رفتار (30%): ريئل ٽائيم فيڪٽر (آڊيو سيڪنڊ / پيدائش سيڪنڊ). وڌيڪ = تيز.
- مجموعي: اوسط وزن: 0.4 x طبيعت + 0.3 x دقت + 0.3 x رفتار
نوٽ: بينچ مارڪ اسان جي خاص هارڊويئر ۽ ٽيسٽ متن تي ڪارڪردگي ڏيکاريندا آھن. حقيقي دنيا جي معيار داخل ڪيل متن، ٻولي، ۽ آواز جي چونڊ تي منحصر ٿي سگھي ٿو. سوسائٽي جي درجي بندي مختلف حقيقي استعمال تي ٻڌل اضافي اشارو مهيا ڪري ٿي.
گھڻا پڇيا ويندا سوال
ڇا بهتر ڪري سگھون ٿا؟ توھان جي راءِ اسان کي مسئلا حل ڪرڻ ۾ مدد ڏيندي.
پنھنجو پورو آواز ڳوليو
ڪوڪورو، پيپر، VITS يا MeloTTS سان ڪنهن به ماڊل کي مفت ۾ آزمايو. ڪوبه اڪائونٽ نه گھرجي.