Custom Text to Speech Software Development

From branded neural voices to full TTS APIs — we ship custom text-to-speech on ElevenLabs Turbo (~250ms first audio), Cartesia Sonic (~90ms first byte), OpenAI TTS, Coqui XTTS-v2, Tortoise, Bark, and Piper for on-device. Same team that shipped OpenAI-backed voice-to-voice for an NDA AI assistant, SIP/FreeSWITCH hospital phone interpreters, TransLinguist (62 languages, NHS UK, $4.2M ARR), and Nucleus AI phone agents at Fibernetics — 600M+ call minutes per month, SOC 2 Type II / HIPAA / GDPR. 625+ real-time products since 2005.

Custom TTS, Explained — Vendors, Voices, and Trade-Offs

We build custom text-to-speech systems on neural engines — ElevenLabs and ElevenLabs Turbo for premium English + 32 languages, Cartesia Sonic for sub-100ms streaming, OpenAI TTS for low-friction integrations, and Coqui XTTS-v2, Tortoise, or Bark when the licence has to be self-hosted. For on-device (iOS, Android, embedded, IoT) we ship Piper or distilled XTTS that runs at <50ms RTF without a network. SSML, multi-language pronunciation dictionaries, voice cloning from 30s of audio, and integration with your existing Twilio / FreeSWITCH / SIP / WebRTC stack. No matter the size or complexity of the project, we'll take it on and get it done — no excuses, no generic limitations.

Human-Like Neural Voices on ElevenLabs, Cartesia & OpenAI TTS

Modern neural TTS with natural rhythm, emotion, and clarity — ElevenLabs Turbo for premium English at ~250ms first audio, Cartesia Sonic for sub-100ms streaming, OpenAI TTS gpt-4o-mini-tts for low-latency assistants.


  • Human-like intonation, pauses, and emphasis (MOS 4.4+ on ElevenLabs v3).
  • Multiple speaking styles per voice — narration, conversational, news, casual.
  • SSML support: prosody, breaks, phonemes, emphasis, say-as.
  • Ideal for voice agents, audiobooks, accessibility (WCAG 2.2), and IVR.

Voice Cloning & Branded AI Voices (ElevenLabs, Coqui XTTS, Tortoise)

Branded voices trained on your audio samples — ElevenLabs Professional Voice Clone (PVC) from 30 minutes, Coqui XTTS-v2 zero-shot from 6 seconds, Tortoise for offline cloning when the licence has to be self-hosted.


  • Clone voices from 6s (XTTS-v2 zero-shot) up to 3h (PVC studio quality).
  • Branded voices for products, contact centres, and IVR systems.
  • Control pitch, tone, speed, style, and emotion via SSML or voice prompts.
  • Production-grade for announcements, audiobooks, narration, and dubbing.

Multilingual TTS APIs & On-Device with Piper or XTTS

Streaming, batch, and on-device. ElevenLabs / Cartesia for cloud-streaming, Piper or distilled XTTS for offline iOS, Android, embedded, and IoT — sub-50ms RTF without a network.


  • 40+ languages with custom pronunciation dictionaries and accent control.
  • Batch for audiobooks, eLearning courses, and dubbing pipelines.
  • Real-time streaming TTS for voice agents (sub-300ms first audio E2E).
  • Web, mobile, desktop, embedded, IoT — with Piper for offline edge.
Translinguist logo showing a laptop with a video-conferencing interface and an active interpreter video call
project example

TransLinguist

TransLinguist is a video conferencing SaaS for global interpretation services, trusted by the UK’s National Health Service. Supporting 62 languages, it features real-time machine translation (SeamlessM4T / NLLB), AI subtitles (Whisper + Deepgram), neural TTS voice-over (ElevenLabs + Cartesia for low-latency conferences), speaker slowdown indicators, and sign language integration. Estimated $4.2M ARR, 2x ROI in two years, and up to 1.5x revenue uplift for clients.

We Handle Every Kind of Custom TTS Software

Custom TTS for every case — streaming voice agents, audiobook batch, IVR, accessibility, dubbing, and embedded on-device. ElevenLabs / Cartesia / OpenAI TTS / Coqui XTTS / Piper, with SSML, voice cloning, and 40+ languages.

[background image] image of logistics control room (for a trucking company)

From Scratch Development

Have a TTS idea? We turn it into a working system — from voice selection (ElevenLabs / Cartesia / OpenAI TTS / Coqui XTTS) and SSML schema to backend, streaming gateway, and on-device runtime.

image of tech solutions demonstration (for a hr tech)

Upgrades & Improvements

Got a TTS pipeline that's slow or expensive? We swap engines (e.g. OpenAI TTS → Cartesia Sonic for sub-100ms), add streaming, cache phonemes, and harden it for scale.

[digital project] image of a showcased project (for a ai robotics and automation)

Takeovers & Fixes

Inherited a half-baked Coqui or Tortoise build? We step in, clean the dataset, fix the alignment / vocoder, and bring it to production with proper voice cloning controls.

Flexible Pricing for Every Stage

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* Optional add-ons: voice cloning, branded voice packs, offline TTS engine, SSML advanced controls, real-time streaming TTS, audiobook batch processing, read-along highlighting, pronunciation dictionaries, emotion tuning, analytics dashboards, GDPR/HIPAA compliance support, and more.

Have an idea
or need advice?

Contact us, and we'll discuss your project, offer ideas and provide advice. It’s free.

Why Hire Fora Soft for Custom TTS & Voice Cloning Development

20 Years in Real-Time Voice & TTS

625+ real-time voice and AI products since 2005 — ElevenLabs / Cartesia / OpenAI TTS / Coqui XTTS in production. TransLinguist (62 languages, NHS UK), Nucleus AI (600M+ minutes/month, SOC 2 Type II / HIPAA), V.A.L.T. (police video), Tradecaster (trader audio).

TTS Specialists Under One Roof

Senior speech engineers, ML researchers (TTS / vocoder / cloning), QA, UI/UX, and DevOps — all in-house, all on the EU/UK timezone. We think like product owners, not just coders.

Production Reliability & Compliance

625+ shipped products, 100% Upwork Job Success, 400+ honest reviews, sub-300ms first-audio voice agents, and HIPAA + GDPR + SOC 2 Type II frameworks deployed in production.

Custom TTS & voice cloning questions, answered fast.

Custom TTS & Voice Cloning FAQ

Real talk on neural TTS, voice cloning, latency budgets, on-device, and integration — from the team that ships it.

What is custom text-to-speech software development?

Building a TTS system tailored to your product on top of named engines — ElevenLabs Turbo, Cartesia Sonic, OpenAI TTS, Coqui XTTS-v2, Tortoise, or Piper for on-device — with custom voices, your pronunciation dictionaries, SSML controls, your latency budget, and your stack (Twilio / FreeSWITCH / SIP / WebRTC), instead of stock SaaS.

Can you build branded or cloned voices?

Yes. ElevenLabs Professional Voice Clone (PVC) from 30 minutes of recordings, ElevenLabs Instant Voice Clone from 1 minute, Coqui XTTS-v2 zero-shot from 6 seconds, or Tortoise / Bark when the licence has to be self-hosted. We handle consent, dataset cleaning, and watermark / anti-deepfake controls.

How realistic are the voices, and how fast?

MOS 4.4+ on ElevenLabs v3 — often indistinguishable from real voices in blind tests. Latency: ElevenLabs Turbo ~250ms first audio, Cartesia Sonic ~90ms first byte, OpenAI gpt-4o-mini-tts ~300ms, Coqui XTTS-v2 ~400ms self-hosted on a single A10 GPU. For voice agents we engineer the full STT → LLM → TTS loop under 800ms full reply.

Can TTS work offline / on-device?

Yes. Piper for offline iOS, Android, embedded, and IoT — sub-50ms RTF on a Raspberry Pi 4, no network. We also ship distilled XTTS-v2 builds quantised to int8 for laptop / desktop. Used in classrooms, kiosks, vehicles, and air-gapped environments.

How do I integrate TTS into my app?

REST for batch (audiobooks, dubbing) and WebSocket / gRPC streaming for voice agents and IVR. Native SDKs for iOS (Swift), Android (Kotlin), Web (JS / WebAudio), backend (Python / Node). Drops straight into your Twilio Voice, FreeSWITCH, LiveKit Agents, OpenAI Realtime, or Pipecat pipeline.

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