Umbhalo we AI ukuya kuSpeechName
Guqula umbhalo ube ngumbhalo ovela kwisandi esiqhelekileyo nge open-source AI models. Ikhululekile ukuyisebenzisa, akukho akhawunti ifunekayo.
Ulawulo oluchanekileyo:
<speak><prosody rate="slow">Slow speech</prosody></speak>
Yongeza abaphawuli beminqweno ukukhuthaza ukuthunyelwa (uxhaso lwemodeli luhluka):
Chaza ubeko lwephepha
Iinkcukacha zemodeli
Kitten TTS
Kitten TTS by KittenML is an ultra-lightweight text-to-speech model built on ONNX. With variants from 15M to 80M parameters (25-80 MB on disk), it delivers high-quality voice synthesis on CPU without requiring a GPU. Features 8 built-in voices, adjustable speech speed, and built-in text preprocessing for numbers, currencies, and units. Ideal for edge deployment and low-latency applications.
| Umbhekisi phambili: | KittenML |
| Ilayisensi: | Apache 2.0 |
| Isantya | Fast |
| Ubunjani: | |
| Iilwimi | 1 I-Language |
| VRAM | 0GB |
| I-Voice Cloning | Ayixhaswanga |
Iingcebiso zokufumana iziphumo ezingcono
- Sebenzisa iziphumlisi ezifanelekileyo zokuphumla okuqhelekileyo kunye nokuchaza amagama
- Upelo lwamanani kunye neengcambu zokuthetha ngokucacileyo
- Yongeza icommas ukwenza izithuba ezifutshane phakathi kwee frasa
- Sebenzisa i-ellipsis (...) ukuphumla okude okunomtsalane
- Zama i-Kokoro okanye i-CosyVoice 2 ukuze ufumane iziphumo eziqhelekileyo
- Sebenzisa i-Dia yencoko yababini yomthumeli-omninzi kunye nemixholo yepodcast
Usebenziso Lophawu
| I-Tier | Ixabiso nge 1K uphawu |
|---|---|
| Ekhululekileyo | 1:1 (i-free) |
| Emiselweyo | 2x iimpawu |
| Ixabiso eliphezulu | 4x iimpawu |
Indlela i-AI isebenza ngayo kumbhalo ukuya kukuthetha
Yenza iingoma eziphezulu zesandi eziphezulu kwiintshukumo ezintathu ezilula. Akukho lwazi lwetekhnoloji lufunekayo.
Ngenisa umbhalo wakho
Uhlobo, Cola, okanye Layisha phezulu umbhalo ofuna ukuwuguqula ube ngumbhalo. Inkxaso ukuya kwi 5, 000 iimpawu nge nkqubo nganye kubasebenzisi abangeneyo. Sebenzisa umbhalo ocacileyo okanye yongeza i SSML tags ulawulo oluphambili kwi ulwimi, izithuba, kunye nokuncamathelisa.
Khetha Imodeli & Ilizwi
Khetha phakathi kweemodeli ze-20+ ze-AI ezijikeleze amanqanaba amathathu. Khetha ilizwi elihambelana nomxholo wakho, khetha ulwimi oluthe ngqo, lungisa ukudlala ngokukhawuleza ukusuka kwi-0.5x ukuya kwi-2.0x, kwaye ukhethe ifomati yemveliso oyithandayo (MP3, WAV, OGG, okanye FLAC).
Layishela phantsi egronjiweyo
Nqakraza Yenza kwaye isandi sakho silungile kwimizuzu. Bona phambi koshicilelo nomdlali ofakwe ngaphakathi, khuphela kwifomati okhethiweyo, okanye kopela ikhonkco elinikezelweyo. Sebenzisa i API yokusebenza kweqela kunye nokudityaniswa kwindlela yakho yokusebenza.
Umbhalo ukuya kuMbhalo
Ukuguqula umbhalo ube ngumbhalo othethayo osebenza nge-AI uguqula indlela abantu abavelisa ngayo, besebenzisa ngayo, bethetha ngayo ngezinto eziqulethe isandi kwiindidi ezininzi zezithuthi.
Umbhalo osuka kwi-Speech Models
Iinkcukacha ezithe kratya zemodeli nganye ye AI efumaneka kwi TTS.ai. Thelekisa umgangatho, ukhawuleziso, inkxaso yeelwimi, kunye neempawu ukufumana imodeli egqibeleleyo yeprojekti yakho.
Kokoro
Free
I-Kokoro yimodeli yombhalo-ukuthetha eneparameter ezili-82 ezili-million eyenza ungqubano oluhle ngaphezulu kweqela layo lobunzima. Nangona ubungakanani bayo buncinci, ivelisa ukuthetha okucacileyo nobucacileyo. I-Kokoro ixhasa ulwimi oluninzi oluquka isiNgesi, isiJaphani, isiTshayina, nesiKorea ngeendlela ezahlukeneyo zesandi ezicacileyo. Isebenza ngokukhawuleza kakhulu — ivelisa isandi esimalunga ne-100x ngokukhawuleza kunexesha elibonakalayo kwi-GPU.
Hexgrad
Apache 2.0
Fast
en, ja, zh, ko, fr, de, it, pt, es, hi, ru
1.5GB
Akukho nanye
Ekhululekileyo
Piper
Free
I-Piper yinjini elula yombhalo-ukuthetha ephuhliswe yi Rhasspy esebenzisa i VITS kunye ne-larynx architectures. Isebenza ngokupheleleyo kwi CPU, iyenza ibe yindawo efanelekileyo yezixhobo zesiphelo, ulawulo lwasekhaya, kunye neenkqubo ezifuna i-offline TTS. Ngeelizwi ezingaphezu kwe-100 ezisuka kwiilwimi ezingaphezu kwe-30, i-Piper inikezela ngokuthetha okuziva ngathi kuqhelekanga kwisantya sexesha elibonakalayo nakwi-Raspberry Pi 4.
Rhasspy
MIT
Fast
en, de, fr, es, it, pt, nl, pl, ru, zh, ja, ko, ar, cs, da, fi, el, hu, is, ka, kk, ne, no, ro, sk, sr, sv, sw, tr, uk, vi
0 (CPU only)
Akukho nanye
Ekhululekileyo
VITS
Free
VITS (I-Variation Inference ne-adversarial learning for end-to-end Text-to-Speech) yindlela efana ne-end-to-end TTS evelisa isandi esininzi esiqhelekileyo kunezikhokelo zenqanaba elinye. Isebenzisa i-variation inference ephuculweyo ngokuhamba okuqhelekileyo kunye nenkqubo yoqeqesho oluchaphazelayo, efumana ukuphuculwa okubalulekileyo kwindalo.
Jaehyeon Kim et al.
MIT
Fast
en, zh, ja, ko
1GB
Akukho nanye
Ekhululekileyo
MeloTTS
Free
MeloTTS yi MyShell. ai yi TTS yelayibrari exhasa isiNgesi (iMelika, iBrithani, i-Indian, i-Australian), isiSpanyol, isiFrentshi, isiTshayina, isiJaphani, nesiKorea. Ikhawuleza kakhulu, iqhubekekisa umbhalo kwisantya esifutshane sexesha elibonakalayo kwi CPU kuphela. MeloTTS icwangciswe ukusetyenziswa kokwenza imveliso kwaye ixhasa zombini i CPU ne GPU inference.
MyShell.ai
MIT
Fast
en, es, fr, zh, ja, ko
0.5GB (GPU optional)
Akukho nanye
Ekhululekileyo
Bark
Standard
Bark ngu Suno yimodeli yombhalo- ukuya- kwisandi esekelwe kwi-transformer enokuthi ivelise ulwimi oluninzi olunobuntu obuphezulu, kunye nezinye iingoma ezinjengemiculo, ingxolo engaphakathi, kunye neziphumo zesandi. Iyakwazi ukudala unxibelelwano olungathethiweyo njengenkwenkwezi, ukuxoka, nokuxoka. Bark ixhasa ngaphezulu kweendawo ezimiselweyo zesandi ezili-100 kunye neelwimi ezili-13+.
Suno
MIT
Slow
en, zh, fr, de, hi, it, ja, ko, pl, pt, ru, es, tr
5GB
Akukho nanye
2x
Bark Small
Standard
Bark Small yifomati eguqulwe kancinane yemodeli ye Bark ethengisa umgangatho wesandi ngesantya esikhawulezayo sokuzimisela kunye nemfuneko yobume obuphantsi bobume. Igcina ukhono lwe Bark lokuvelisa ulwimi oluneemvakalelo, uxolo, kunye neelwimi ezininzi.
Suno
MIT
Medium
en, zh, fr, de, hi, it, ja, ko, pl, pt, ru, es, tr
2GB
Akukho nanye
2x
CosyVoice 2
Standard
I-CosyVoice 2 yi-Alibaba' s Tongyi Lab ifumana umgangatho wokuthetha othelekiswa nomuntu nge latency ephantsi kakhulu, eyenza ukuba ibe yindawo efanelekileyo yesicelo sexesha elibonakalayo. Isebenzisa indlela yokwahlula i-quantization ye-scalar ephelelayo yokuhambisa uthungelwano kunye noxhasa ukuclonelwa kwelizwi elingekhoyo, uthungelwano lwesiNgesi, kunye nolawulo lweemvakalelo ezincinci. Isebenza kakuhle kunezinye iindlela zentengiso ze-TTS kwiziphumo zovavanyo.
Alibaba (Tongyi Lab)
Apache 2.0
Medium
en, zh, ja, ko, fr, de, it, es
4GB
Ewe
2x
Dia TTS
Standard
I-Dia yi-Nari Labs yi 1. 6B parameter yombhalo- ukuya- ku- ulwimi lwemodeli eyenziwe ngokukodwa ukudala unxibelelwano lomthumeli- omkhulu. Iyakwazi ukudala unxibelelwano olunombala phakathi kwamathumeli amabini ngokuthatha umjikelo ofanelekileyo, i-prosody, kunye nokubonisa iimvakalelo. I-Dia igqibelele ukudala imixholo yohlobo lwepodcast, unxibelelwano lweencwadi zesandi, kunye ne-AI ethetha- thetha.
Nari Labs
Apache 2.0
Medium
en
4GB
Akukho nanye
2x
Parler TTS
Standard
I-Parler TTS yimodeli yombhalo-ukuthetha esebenzisa ukuchazwa kwelizwi leelwimi eziqhelekileyo ukulawula ukuthetha okuveliswe. Ngelixa ukhetha ukusuka kwilizwi elimiselweyo, uchaza ilizwi ofuna (umzekelo, "ilizwi lentombazana eshushu enesivakalisi esincinci saseBrithani, ethetha ngokucothayo nocacileyo") kwaye i-Parler ivelisa ukuthetha ohambelana nolwazi. Oku kwenza ukuba ibe yeyona ilula kwisicelo esidala.
Hugging Face
Apache 2.0
Medium
en
4GB
Akukho nanye
2x
GLM-TTS
Standard
GLM- TTS ngu Zhipu AI yinkqubo yombhalo- ukuya- ku- kuthetha eyenziwe kwi Llama architecture ngothelekiso lokuhamba. Ifumana umyinge womonakalo wophawu olusezantsi phakathi kweemodeli ze- TTS ezivulekileyo, okuthetha ukuba ivelisa ukuthetha okuchanekileyo kakhulu. I- GLM- TTS ixhasa isiNgesi neSitshayina ngokuphindaphinda kwelizwi ukusuka kwi 3- 10 yesibini iiseti zesandi.
Zhipu AI
GLM-4 License
Medium
en, zh
4GB
Ewe
2x
IndexTTS-2
Standard
I-IndexTTS-2 yinkqubo ephambili yombhalo-ukuthetha eyenza kakuhle kwisandi esingena-nto esidityanisiweyo kunye nolawulo lweemvakalelo ezinogranule. Iyakwazi ukudala ukuthetha ngeetoni ezikhethekileyo zeemvakalelo ezinjengeemnandi, ezibuhlungu, ezixhaphakileyo, okanye ezixhalabisayo ngaphandle kokufuna i-data yoqeqesho lweemvakalelo ezikhethekileyo. Imodeli isebenzisa i-emotional vectors ukulawula ngokuchanekileyo ukubonisa kweemvakalelo zelizwi eliveliswe.
Index Team
Bilibili Model License
Medium
en, zh
4GB
Ewe
2x
Spark TTS
Standard
I-Spark TTS ngu-SparkAudio yimodeli yombhalo-ukuthetha edibanisa ukuclonelwa kwelizwi ngeemvakalelo ezilawulwayo kunye nesitayile sokuthetha. Ukusebenzisa kuphela imizuzwana emihlanu yoluhlu lwesandi, inokuklona ilizwi kwaye emva koko ivelise ulwimi ngeemvakalelo ezahlukeneyo, isantya, kunye nesitayile ngelixa igcina uqhagamshelwano lwelizwi eliklonwe. I-Spark TTS isebenzisa inkqubo yolawulo olusekwe kwi-prompt.
SparkAudio
CC BY-NC-SA 4.0
Medium
en, zh
4GB
Ewe
2x
GPT-SoVITS
Standard
GPT- SoVITS idibanisa i-GPT-style ulwimi lohlobo kunye ne SoVITS (Ukwahlula ngelizwi ngeNguqulelo kunye neSynthesis) ukufana kwelizwi elinamandla elincinci-lokubetha. Ngemizuzu emihlanu yobhekiso lwesandi, inokufana ngenene nelizwi kwaye ivelise ulwimi olutsha ngelixa igcina iimpawu ezikhethekileyo zomthunywa. Isebenza kakuhle kukuthetha kunye nokudibanisa ngelizwi.
RVC-Boss
MIT
Slow
en, zh, ja, ko
6GB
Ewe
2x
Orpheus
Standard
I-Orpheus yimodeli enkulu yombhalo-ukuthetha-ukuthetha efumana ukubonakaliswa kweemvakalelo kwinqanaba lomntu. Iqeqeshwe ngaphezulu kweeyure ezili-100,000 ze data yokuthetha eyahlukeneyo, i excels ekuveliseni ukuthetha ngeemvakalelo eziqhelekileyo, uxinzelelo, kunye neendlela zokuthetha. I-Orpheus inokuvelisa ukuthetha okungaqhelekanga ukusuka kushicilelo lomntu.
Canopy Labs
Llama 3.2 Community
Medium
en
4GB
Akukho nanye
2x
Chatterbox
Premium
Ibhokisi yencoko yababini ngu Resemble AI yimodeli yokuklonya yelizwi eliphambili le-zero-shot. Iyakwazi ukubuyisela nayiphi na ilizwi ukusuka kwisampuli yesandi epheleleyo ngempumelelo ephawulekayo, ithatha hayi kuphela i-timbre kodwa nohlobo lokuthetha kunye nemibala eqaqambileyo. Ibhokisi yencoko yababini ikwabonisa ulawulo lweemvakalelo ezincinci, ezikuvumela ukuba ulungelelanise into eqaqambileyo yelizwi eliveliswe ngokuzimeleyo ukusuka kwilizwi elichaziweyo.
Resemble AI
MIT
Medium
en
4GB
Ewe
4x
Tortoise TTS
Premium
I-Tortoise TTS yinkqubo yokubhala- ukuya- ku- kuthetha enesandi esininzi esiphindayo esinika ingqalelo umgangatho wesandi ngaphezulu kwesantya. Isebenzisa uyilo lwe DALL- E- inspired ukudala ulwimi oluqhelekileyo kakhulu nge- prosody elungileyo kunye nohlobo lomvakalisi. Xa ihamba phantsi kunezinye iindlela ezininzi, i- Tortoise ivelisa ezinye zezinye zezinto ezibonakalayo zelizwi elifumanekayo kwindlela yokusebenza yomthombo ovulekileyo.
James Betker
Apache 2.0
Slow
en
8GB
Ewe
4x
StyleTTS 2
Premium
I-StyleTTS 2 ifumana uxinzelelo lwe-TTS lomgangatho womntu ngokudibanisa ukusasazeka kwesicwangciso kunye noqeqesho oluchaseneyo lusebenzisa iimodeli ezinkulu zesivakalisi. Ivelisa isivakalisi esidlangalaleni phakathi kweemodeli zomthumeli omnye, esinokhuphisana neengxelo zomntu. I-StyleTTS 2 isebenzisa ukusasazeka-okusekelwe kuyilo lwesivakalisi ukutsala uluhlu olupheleleyo lotshintsho lwesivakalisi somntu.
Columbia University
MIT
Medium
en
4GB
Akukho nanye
4x
OpenVoice
Premium
OpenVoice ngu MyShell. ai ivumela ukuklonya kwelizwi ngokuzenzekelayo ngolawulo olukhulu ngaphezulu kwendlela yelizwi, iimvakalelo, isivakalisi, umculo, izithuba, kunye ne-intonation. Iyakwazi ukuklonya ilizwi ukusuka kwiclip yesandi esifutshane kwaye ivelise ukuthetha kwiilwimi ezininzi ngelixa igcina uphawu lomthumeli. OpenVoice isebenza njengengcambu yelizwi, ivumela ukuguqulwa kwelizwi ngexesha elibonakalayo.
MyShell.ai / MIT
MIT
Medium
en, zh, ja, ko, fr, de, es, it
4GB
Ewe
4x
Qwen3 TTS
Standard
Qwen3- TTS yimodeli yombhalo- ukuya- ku- kuthetha yeparameter eyi- 1. 7 yezigidigidi ukusuka kwiqela le Qwen le Alibaba. Ixhasa iindlela ezintathu: ilizwi elimiselweyo elinomlawuli weemvakalelo (abathethi aba- 9), ukuclonelwa kwelizwi ukusuka kwimizuzu emi- 3 kuphela yesandi, kunye nendlela yoyilo lwelizwi elikhethekileyo apho uchaza khona ilizwi ofuna ngalo kwilwimi oluqhelekileyo. Iquka ulwimi oluli- 10 olunokubonisa okuphezulu kunye ne- prosody eqhelekileyo.
Alibaba (Qwen)
Apache 2.0
Medium
en, zh, ja, ko, de, fr, ru, pt, es, it
7GB
Ewe
2x
Sesame CSM
Premium
I-Sesame CSM (iModeli yoMbhalo weNtetho) yimodeli eneparameter ezizigidi ezili-1 ezidweliswe ngokukodwa ukuvelisa umbhalo wencoko. Imodeli imilinganiselo eqhelekileyo yencoko yomuntu kubandakanya ukujika-ukuthatha ixesha, uphendule umjelo, uphendule ngeemvakalelo, kunye nokuhamba kwencoko. I-CSM ivelisa umsindo oziva ngathi ngumbhalo wencoko yomuntu oqhelekileyo kunokuba ngumbhalo owenziwe ngesandla.
Sesame
Apache 2.0
Slow
en
8GB
Akukho nanye
4x
Kitten TTS
Free
Kitten TTS by KittenML is an ultra-lightweight text-to-speech model built on ONNX. With variants from 15M to 80M parameters (25-80 MB on disk), it delivers high-quality voice synthesis on CPU without requiring a GPU. Features 8 built-in voices, adjustable speech speed, and built-in text preprocessing for numbers, currencies, and units. Ideal for edge deployment and low-latency applications.
KittenML
Apache 2.0
Fast
en
0GB
Akukho nanye
Ekhululekileyo
Kokoro
Ekhululekileyo
Kokoro is an 82 million parameter text-to-speech model that punches well above its weight class. Despite its tiny size, it produces remarkably natural and expressive speech. Kokoro supports multiple languages including English, Japanese, Chinese, and Korean with a variety of expressive voices. It runs incredibly fast — generating audio nearly 100x faster than real-time on a GPU.
Hexgrad
Apache 2.0
Fast
Piper
Ekhululekileyo
Piper is a lightweight text-to-speech engine developed by Rhasspy that uses VITS and larynx architectures. It runs entirely on CPU, making it ideal for edge devices, home automation, and applications requiring offline TTS. With over 100 voices across 30+ languages, Piper delivers natural-sounding speech at real-time speeds even on a Raspberry Pi 4.
Rhasspy
MIT
Fast
VITS
Ekhululekileyo
VITS (Variational Inference with adversarial learning for end-to-end Text-to-Speech) is a parallel end-to-end TTS method that generates more natural sounding audio than current two-stage models. It adopts variational inference augmented with normalizing flows and an adversarial training process, achieving a significant improvement in naturalness.
Jaehyeon Kim et al.
MIT
Fast
MeloTTS
Ekhululekileyo
MeloTTS by MyShell.ai is a multilingual TTS library supporting English (American, British, Indian, Australian), Spanish, French, Chinese, Japanese, and Korean. It is extremely fast, processing text at near real-time speed on CPU alone. MeloTTS is designed for production use and supports both CPU and GPU inference.
MyShell.ai
MIT
Fast
Kitten TTS
Ekhululekileyo
Kitten TTS by KittenML is an ultra-lightweight text-to-speech model built on ONNX. With variants from 15M to 80M parameters (25-80 MB on disk), it delivers high-quality voice synthesis on CPU without requiring a GPU. Features 8 built-in voices, adjustable speech speed, and built-in text preprocessing for numbers, currencies, and units. Ideal for edge deployment and low-latency applications.
KittenML
Apache 2.0
Fast
Bark
Emiselweyo
Bark by Suno is a transformer-based text-to-audio model that can generate highly realistic, multilingual speech as well as other audio like music, background noise, and sound effects. It can produce nonverbal communications like laughing, sighing, and crying. Bark supports over 100 speaker presets and 13+ languages.
Suno
MIT
Slow
en, zh, fr, de, hi, it, ja, ko, pl, pt, ru, es, tr
Akukho nanye
Bark Small
Emiselweyo
Bark Small is a distilled version of the Bark model that trades some audio quality for significantly faster inference speeds and lower memory requirements. It retains Bark's ability to generate speech with emotions, laughter, and multiple languages.
Suno
MIT
Medium
en, zh, fr, de, hi, it, ja, ko, pl, pt, ru, es, tr
Akukho nanye
CosyVoice 2
Emiselweyo
CosyVoice 2 by Alibaba's Tongyi Lab achieves human-comparable speech quality with extremely low latency, making it ideal for real-time applications. It uses a finite scalar quantization approach for streaming synthesis and supports zero-shot voice cloning, cross-lingual synthesis, and fine-grained emotion control. It outperforms many commercial TTS systems in subjective evaluations.
Alibaba (Tongyi Lab)
Apache 2.0
Medium
en, zh, ja, ko, fr, de, it, es
Ewe
Dia TTS
Emiselweyo
Dia by Nari Labs is a 1.6B parameter text-to-speech model designed specifically for generating multi-speaker dialogue. It can produce natural-sounding conversations between two speakers with appropriate turn-taking, prosody, and emotional expression. Dia is perfect for creating podcast-style content, audiobook dialogues, and interactive conversational AI.
Nari Labs
Apache 2.0
Medium
en
Akukho nanye
Parler TTS
Emiselweyo
Parler TTS is a text-to-speech model that uses natural language voice descriptions to control the generated speech. Instead of selecting from preset voices, you describe the voice you want (e.g., "a warm female voice with a slight British accent, speaking slowly and clearly") and Parler generates speech matching that description. This makes it uniquely flexible for creative applications.
Hugging Face
Apache 2.0
Medium
en
Akukho nanye
GLM-TTS
Emiselweyo
GLM-TTS by Zhipu AI is a text-to-speech system built on the Llama architecture with flow matching. It achieves the lowest character error rate among open-source TTS models, meaning it produces the most accurate pronunciation. GLM-TTS supports English and Chinese with voice cloning from 3-10 second audio samples.
Zhipu AI
GLM-4 License
Medium
en, zh
Ewe
IndexTTS-2
Emiselweyo
IndexTTS-2 is an advanced text-to-speech system that excels at zero-shot voice synthesis with fine-grained emotion control. It can generate speech with specific emotional tones like happy, sad, angry, or fearful without requiring emotion-specific training data. The model uses emotion vectors to precisely control the emotional expression of generated speech.
Index Team
Bilibili Model License
Medium
en, zh
Ewe
Spark TTS
Emiselweyo
Spark TTS by SparkAudio is a text-to-speech model that combines voice cloning with controllable emotion and speaking style. Using just 5 seconds of reference audio, it can clone a voice and then generate speech with different emotions, speeds, and styles while maintaining the cloned voice identity. Spark TTS uses a prompt-based control system.
SparkAudio
CC BY-NC-SA 4.0
Medium
en, zh
Ewe
GPT-SoVITS
Emiselweyo
GPT-SoVITS combines GPT-style language modeling with SoVITS (Singing Voice Inference via Translation and Synthesis) for powerful few-shot voice cloning. With as little as 5 seconds of reference audio, it can accurately clone a voice and generate new speech while preserving the speaker's unique characteristics. It excels at both speaking and singing voice synthesis.
RVC-Boss
MIT
Slow
en, zh, ja, ko
Ewe
Orpheus
Emiselweyo
Orpheus is a large-scale text-to-speech model that achieves human-level emotional expression. Trained on over 100,000 hours of diverse speech data, it excels at generating speech with natural emotions, emphasis, and speaking styles. Orpheus can produce speech that is virtually indistinguishable from human recordings.
Canopy Labs
Llama 3.2 Community
Medium
en
Akukho nanye
Qwen3 TTS
Emiselweyo
Qwen3-TTS is a 1.7 billion parameter text-to-speech model from Alibaba's Qwen team. It supports three modes: preset voices with emotion control (9 speakers), voice cloning from just 3 seconds of audio, and a unique voice design mode where you describe the voice you want in natural language. It covers 10 languages with high expressiveness and natural prosody.
Alibaba (Qwen)
Apache 2.0
Medium
en, zh, ja, ko, de, fr, ru, pt, es, it
Ewe
Chatterbox
Ixabiso eliphezulu
Chatterbox by Resemble AI is a cutting-edge zero-shot voice cloning model. It can replicate any voice from a single audio sample with remarkable accuracy, capturing not just the timbre but also the speaking style and emotional nuances. Chatterbox also features fine-grained emotion control, allowing you to adjust the emotional tone of the generated speech independently from the voice identity.
Resemble AI
MIT
Medium
en
Ewe
4GB
4x
Tortoise TTS
Ixabiso eliphezulu
Tortoise TTS is an autoregressive multi-voice text-to-speech system that prioritizes audio quality over speed. It uses DALL-E-inspired architecture to generate highly natural speech with excellent prosody and speaker similarity. While slower than many alternatives, Tortoise produces some of the most realistic synthetic speech available in the open-source ecosystem.
James Betker
Apache 2.0
Slow
en
Ewe
8GB
4x
StyleTTS 2
Ixabiso eliphezulu
StyleTTS 2 achieves human-level TTS synthesis by combining style diffusion with adversarial training using large speech language models. It generates the most natural sounding speech among single-speaker models, rivaling human recordings. StyleTTS 2 uses diffusion-based style modeling to capture the full range of human speech variation.
Columbia University
MIT
Medium
en
Akukho nanye
4GB
4x
OpenVoice
Ixabiso eliphezulu
OpenVoice by MyShell.ai enables instant voice cloning with granular control over voice style, emotion, accent, rhythm, pauses, and intonation. It can clone a voice from a short audio clip and generate speech in multiple languages while maintaining the speaker identity. OpenVoice also functions as a voice converter, allowing real-time voice transformation.
MyShell.ai / MIT
MIT
Medium
en, zh, ja, ko, fr, de, es, it
Ewe
4GB
4x
Sesame CSM
Ixabiso eliphezulu
Sesame CSM (Conversational Speech Model) is a 1 billion parameter model designed specifically for generating conversational speech. It models the natural patterns of human conversation including turn-taking timing, backchannel responses, emotional reactions, and conversational flow. CSM generates audio that sounds like a natural human conversation rather than synthetic speech.
Sesame
Apache 2.0
Slow
en
Akukho nanye
8GB
4x
Imodeli Yothelekiso Lwetheyibhile
| Imodeli | Umbhekisi phambili: | I-Tier | Ubunjani: | Isantya | Iilwimi | I-Voice Cloning | VRAM | Ilayisensi: | Ixabiso | |
|---|---|---|---|---|---|---|---|---|---|---|
| Kokoro | Hexgrad | Free | Fast | 11 | 1.5GB | Apache 2.0 | Ekhululekileyo | Igama lefayile | ||
| Piper | Rhasspy | Free | Fast | 31 | 0 (CPU only) | MIT | Ekhululekileyo | Igama lefayile | ||
| VITS | Jaehyeon Kim et al. | Free | Fast | 4 | 1GB | MIT | Ekhululekileyo | Igama lefayile | ||
| MeloTTS | MyShell.ai | Free | Fast | 6 | 0.5GB (GPU optional) | MIT | Ekhululekileyo | Igama lefayile | ||
| Bark | Suno | Standard | Slow | 13 | 5GB | MIT | 2 | Igama lefayile | ||
| Bark Small | Suno | Standard | Medium | 13 | 2GB | MIT | 2 | Igama lefayile | ||
| CosyVoice 2 | Alibaba (Tongyi Lab) | Standard | Medium | 8 | 4GB | Apache 2.0 | 2 | Igama lefayile | ||
| Dia TTS | Nari Labs | Standard | Medium | 1 | 4GB | Apache 2.0 | 2 | Igama lefayile | ||
| Parler TTS | Hugging Face | Standard | Medium | 1 | 4GB | Apache 2.0 | 2 | Igama lefayile | ||
| GLM-TTS | Zhipu AI | Standard | Medium | 2 | 4GB | GLM-4 License | 2 | Igama lefayile | ||
| IndexTTS-2 | Index Team | Standard | Medium | 2 | 4GB | Bilibili Model License | 2 | Igama lefayile | ||
| Spark TTS | SparkAudio | Standard | Medium | 2 | 4GB | CC BY-NC-SA 4.0 | 2 | Igama lefayile | ||
| GPT-SoVITS | RVC-Boss | Standard | Slow | 4 | 6GB | MIT | 2 | Igama lefayile | ||
| Orpheus | Canopy Labs | Standard | Medium | 1 | 4GB | Llama 3.2 Community | 2 | Igama lefayile | ||
| Chatterbox | Resemble AI | Premium | Medium | 1 | 4GB | MIT | 4 | Igama lefayile | ||
| Tortoise TTS | James Betker | Premium | Slow | 1 | 8GB | Apache 2.0 | 4 | Igama lefayile | ||
| StyleTTS 2 | Columbia University | Premium | Medium | 1 | 4GB | MIT | 4 | Igama lefayile | ||
| OpenVoice | MyShell.ai / MIT | Premium | Medium | 8 | 4GB | MIT | 4 | Igama lefayile | ||
| Qwen3 TTS | Alibaba (Qwen) | Standard | Medium | 10 | 7GB | Apache 2.0 | 2 | Igama lefayile | ||
| Sesame CSM | Sesame | Premium | Slow | 1 | 8GB | Apache 2.0 | 4 | Igama lefayile | ||
| Kitten TTS | KittenML | Free | Fast | 1 | 0GB | Apache 2.0 | Ekhululekileyo | Igama lefayile |
I-AI epheleleyo kakhulu yoMbhalo ukuya kwi-Speech Platform
Kutheni ukhetha i-TTS.ai yoMbhalo ukuya kuSpeech?
I-TTS.ai idibanisa iimodyuli ezilungileyo zehlabathi ezivulekileyo zomthombo wombhalo-ukuthetha kwinkqubo enye, elula ukuyisebenzisa. Ngokungafaniyo neenkonzo ezisemthethweni ezikutshixa kwinjini yesandi enye, i-TTS.ai ikunika ukufikelela kwiimodyuli ezingaphezu kwe-20 ezivela kwiilaboratori zophando eziphambili kubandakanya iCoqui, iMyShell, iAmphion, iNVIDIA, iSuno, iHuggingFace, iYunivesithi yaseTsinghua, kunye nezinye.
Imodeli nganye i open source phantsi kwe MIT, Apache 2. 0, okanye ilayisensi efana nayo, eqinisekisa ukuba unamalungelo orhwebo apheleleyo okusebenzisa isandi esiveliswe kwiprojekthi zakho. Nokuba ufuna ukusetyenziswa ngokukhawuleza, ukusetyenziswa kwexesha elifutshane lenkqubo okanye ukusetyenziswa kwemveliso elungileyo yestudio yeaudiobooks kunye nepodcasts, i TTS.ai inemodeli efanelekileyo yemeko nganye yokusetyenziswa.
Iimodeli ezikhululekileyo, Akukho akhawunti ifunekayo
Qala ngokuzenzekelayo ngeemodeli ezintathu ze TTS ezikhululekileyo: i Piper (ekhawulezayo kakhulu, elula), i VITS (umgangatho ophezulu we neural synthesis), kunye ne MeloTTS (inkxaso yeelwimi ezininzi). Akukho ubhaliso, akukho khadi letyala, akukho mda kwiindidi. Iimodeli ezikhululekileyo zixhasa isiNgesi kunye nezinye iilwimi ezininzi ngemveliso eziva ngathi iqhelekileyo elungele izicelo ezininzi.
Uqhubekeko olukhawulezayo lwe-GPU
Zonke iimodyuli ze-TTS zisebenza kwi-NVIDIA GPUs ezinikezelweyo ezikhawulezayo, eziqhubekayo, ezivelisa ixesha. Iimodyuli ezikhululekileyo zivelisa isandi ngaphantsi kweemizuzu emi-2. Iimodyuli eziqhelekileyo ezinje ngeKokoro, CosyVoice 2, ne Bark ziphakathi kwemizuzu emi-3-5. Iimodyuli eziphezulu zexabiso eliphezulu, ezinje nge-Tortoise ne-Chatterbox, ziqhubekeka kwimizuzu emi-5-15 ngokuxhomekeka kubude bombhalo.
30+ Iilwimi ezixhaswayo
Yenza ukuthetha kwiilwimi ezingaphezu kwe-30 kubandakanya isiNgesi, isiSpanish, isiFrentshi, isiJamani, isiTaliyani, isiPutukezi, isiTshayina, isiJapani, isiKorea, isiArabhu, isiHindi, isiRashiya, kunye nezinye ezininzi. Iimodeli ezininzi zixhasa ukwenziwa kweelwimi ezingaphezulu, oko kuthetha ukuba ungavelisa ukuthetha kwiilwimi ezingaphezulu kwelizwi elibhaliweyo. I-CosyVoice 2 ne GPT-SoVITS zigqibelele ekukloneni kwelizwi elingaphezulu kweelwimi.
Umbhekisi phambili
I-TTS.ai ifakwe kwinkqubo yakho nge OpenAI- ehambelanayo REST API. I-endpoint enye kuzo zonke iimodeli ezingama-20+. Python, JavaScript, cURL, kunye ne-Go SDKs. Inkxaso yokusasaza yenkqubo yexesha elibonakalayo. Uqhubekeko lweqela lokwenza okuqukethwe okuphezulu. I-Webhooks yesaziso se-async. Ifumaneka kwi-Pro kunye ne-Enterprise plans.
Imibuzo ebuzwa rhoqo
Yintoni esinokuyilungisa? Ulwazi lwakho olufunyenweyo lunceda silungise iingxaki.
Qala Ukutshintsha Okubhaliweyo ukuya kuSpeech Ngoku
Dibanisa amawaka abathengisi abasebenzisa i-TTS.ai. Fumana iimpawu ezi-15,000 ezikhululekileyo nge-akhawunti entsha. Iimodeli ezi-free zifumaneka ngaphandle kokubhalisa.