Text-to-Speech (TTS).
Text-to-speech (TTS), or speech synthesis, converts written text into spoken language. Modern TTS systems are based on neural networks and sound natural enough to be used for explainer videos, phone announcements, read-aloud features and voice assistants. They run as a cloud service or locally on your own machine.
Text-to-Speech (TTS) — Explained in Detail
Speech synthesis has existed for decades, but for a long time it sounded robotic. The leap came with neural models that learn from many hours of recordings how stress, pauses and intonation fit together. Today's systems take a text and return an audio file, often in selectable voices, languages and speaking styles. Many also provide per-word timestamps, which allow subtitles to be aligned precisely with the voice. The reverse process, turning speech into text, is called speech-to-text.
There are two modes of operation. Cloud services such as ElevenLabs or the speech services of the large cloud providers offer high quality without your own hardware, billed by characters or minutes. The text leaves your premises. Local models, available as open source on GitHub, run on your own computer or server: no ongoing fees per character, no data leaving the building, but setup effort and, depending on the model, a powerful graphics card.
The use cases for SMEs are concrete: a narrator voice for explainer and promotional videos, phone announcements and on-hold messages, a read-aloud feature for website copy, speech output in a chatbot or voice assistant, and audio versions of articles. TTS also matters for digital accessibility, although screen readers usually handle speech output themselves. Above all, a website must be cleanly structured so that these tools read it correctly.
In Switzerland the limits lie particularly in dialect. Good systems handle standard German very well, but Swiss German hardly at all or only in individual variants, and results are inconsistent. Proper names, place names and technical terms are also often stressed incorrectly and have to be corrected via phonetic spelling or adjusted spelling. And as soon as the voice of a real person is reproduced, voice cloning begins, with legal questions of its own. For the licence of the voice and model used: read the terms before commercial use.
Cloud or local: what matters
For occasional videos a cloud service is usually the simplest route: high quality, many voices, no operations. Local models pay off when confidential texts are voiced, large volumes arise or dependence on a single provider should be avoided. In both cases, check the licence for commercial use, the quality in the language you need and whether word timestamps for subtitles are available.
With local models the open-source licence is decisive: some allow commercial use freely, others only for non-commercial purposes or with conditions, and the licence of the code can differ from the licence of the model weights. How we integrate AI tools into workflows is described on AI automation for SMEs and AI consulting Switzerland.
Example: a language school voices practice texts
A constructed example: a language school in Bern wants to offer listening texts in standard German alongside its written exercises. Until now, individual texts were recorded by teachers, which took a lot of time and sounded inconsistent. With a local TTS model on one of the school's computers, all exercise texts are voiced in two voices, with adjustable pace and pauses.
The texts never leave the school, and new exercises are voiced in minutes. A teacher briefly listens to each recording and corrects wrongly stressed words through adjusted spelling. For recordings in dialect the school continues to use real speakers, because the models cannot do this reliably.
Related Page
Voice CloningFrequently Asked Questions About Text-to-Speech (TTS)
Only to a limited extent. Standard German sounds very natural with good systems, while Swiss German is barely supported or only in individual variants, and quality varies widely. For dialect, real speakers remain the more reliable choice.
That is governed by the service's terms or the model's licence. Many cloud services allow commercial use on paid plans; licences for local models vary widely. Read the terms carefully before using voices in advertising or products.
Text-to-speech converts text into speech with an existing, usually synthetic voice. Voice cloning reproduces the voice of a specific real person so that TTS speaks with that voice. That requires the person's consent.
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