--- title: Inworld TTS 1.5 Mini description: Ultra-fast, cost-efficient text-to-speech with approximately 120ms latency and 15-language support. image: https://developers.cloudflare.com/dev-products-preview.png --- > Documentation Index > Fetch the complete documentation index at: https://developers.cloudflare.com/ai/llms.txt > Use this file to discover all available pages before exploring further. [Skip to content](#%5Ftop) ![Inworld logo](https://developers.cloudflare.com/_astro/inworld.BDwMAXI2.svg) # Inworld TTS 1.5 Mini Text-to-Speech • Inworld `inworld/tts-1.5-mini` Ultra-fast, cost-efficient text-to-speech with approximately 120ms latency and 15-language support. | Model Info | | | ------------------- | ---------------------------------------------------------------------------------------------------------------------- | | Terms and License | [link ↗](https://inworld.ai/terms) | | More information | [link ↗](https://inworld.ai/) | | Zero data retention | Yes | | Pricing | [View pricing in the Cloudflare dashboard ↗](https://dash.cloudflare.com/?to=/:account/ai/models/inworld/tts-1.5-mini) | ## Usage * [ TypeScript ](#tab-panel-808) * [ cURL ](#tab-panel-809) TypeScript ``` const response = await env.AI.run( 'inworld/tts-1.5-mini', { output_format: 'mp3', temperature: 1, text: 'Hello! Welcome to Cloudflare AI Gateway. Let me show you what we can do.', timestamp_type: 'none', voice_id: 'Dennis', },)console.log(response) ``` Terminal window ``` curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "inworld/tts-1.5-mini", "input": { "output_format": "mp3", "temperature": 1, "text": "Hello! Welcome to Cloudflare AI Gateway. Let me show you what we can do.", "timestamp_type": "none", "voice_id": "Dennis" }}' ``` * [ Output ](#tab-panel-804) * [ Raw response ](#tab-panel-805) ``` { "gatewayMetadata": { "keySource": "Unified" }, "result": { "audio": "https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/inworld__tts-1.5-mini/simple-speech.mp3" }, "state": "Completed"} ``` ## Examples **Fast Speech** — Speed up speech for quick playback * [ TypeScript ](#tab-panel-812) * [ cURL ](#tab-panel-813) TypeScript ``` const response = await env.AI.run( 'inworld/tts-1.5-mini', { output_format: 'mp3', speaking_rate: 1.4, temperature: 1, text: 'This is a fast-paced summary of the key findings from the quarterly report. Revenue is up fifteen percent and user growth exceeded expectations.', timestamp_type: 'none', voice_id: 'Dennis', },)console.log(response) ``` Terminal window ``` curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "inworld/tts-1.5-mini", "input": { "output_format": "mp3", "speaking_rate": 1.4, "temperature": 1, "text": "This is a fast-paced summary of the key findings from the quarterly report. Revenue is up fifteen percent and user growth exceeded expectations.", "timestamp_type": "none", "voice_id": "Dennis" }}' ``` * [ Output ](#tab-panel-806) * [ Raw response ](#tab-panel-807) ``` { "gatewayMetadata": { "keySource": "Unified" }, "result": { "audio": "https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/inworld__tts-1.5-mini/fast-speech.mp3" }, "state": "Completed"} ``` **Low Latency** — Minimize latency by disabling text normalization * [ TypeScript ](#tab-panel-814) * [ cURL ](#tab-panel-815) TypeScript ``` const response = await env.AI.run( 'inworld/tts-1.5-mini', { apply_text_normalization: false, output_format: 'mp3', temperature: 1, text: 'Quick response needed. The server is ready.', timestamp_type: 'none', voice_id: 'Dennis', },)console.log(response) ``` Terminal window ``` curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \ --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "model": "inworld/tts-1.5-mini", "input": { "apply_text_normalization": false, "output_format": "mp3", "temperature": 1, "text": "Quick response needed. The server is ready.", "timestamp_type": "none", "voice_id": "Dennis" }}' ``` * [ Output ](#tab-panel-810) * [ Raw response ](#tab-panel-811) ``` { "gatewayMetadata": { "keySource": "Unified" }, "result": { "audio": "https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/inworld__tts-1.5-mini/low-latency.mp3" }, "state": "Completed"} ``` ## Parameters * [ Input ](#tab-panel-816) * [ Output ](#tab-panel-817) text `string`requiredmaxLength: 2000The text to be synthesized into speech. Maximum input of 2,000 characters. voice\_id `string`requireddefault: Dennisenum: Loretta, Darlene, Marlene, Hank, Evelyn, Celeste, Pippa, Tessa, Liam, Callum, Hamish, Abby, Graham, Rupert, Mortimer, Snik, Anjali, Saanvi, Arjun, Claire, Oliver, Simon, Elliot, James, Serena, Gareth, Vinny, Lauren, Jessica, Ethan, Tyler, Jason, Chloe, Veronica, Victoria, Miranda, Sebastian, Victor, Malcolm, Nate, Brian, Amina, Kelsey, Derek, Evan, Kayla, Jake, Grant, Tristan, Nadia, Selene, Marcus, Riley, Damon, Cedric, Mia, Naomi, Jonah, Levi, Avery, Brandon, Conrad, Bianca, Lucian, Trevor, Alex, Ashley, Craig, Deborah, Dennis, Edward, Elizabeth, Hades, Julia, Pixie, Mark, Olivia, Priya, Ronald, Sarah, Shaun, Theodore, Timothy, Wendy, Dominus, Hana, Clive, Carter, Blake, Luna, Reed, Duncan, Felix, Eleanor, SophieThe ID of the voice to use for synthesizing speech. Defaults to Dennis. output\_format `string`requireddefault: mp3enum: mp3, opus, wav, flacThe output format for the audio. Supported formats are mp3, opus, wav, and flac. Defaults to mp3. bit\_rate `integer`minimum: \-9007199254740991maximum: 9007199254740991Bits per second of the audio. Only for compressed audio formats (mp3, opus). The default is 128,000. sample\_rate `integer`minimum: \-9007199254740991maximum: 9007199254740991The synthesis sample rate in hertz. Accepts: 8000, 16000, 22050, 24000, 32000, 44100, 48000\. The default is 48,000. speaking\_rate `number`minimum: 0.5maximum: 1.5Speaking rate/speed, in the range \[0.5, 1.5\]. The default is 1.0\. We recommend using values above 0.8 to ensure high quality. temperature `number`requireddefault: 1minimum: 0.01maximum: 2Determines the degree of randomness when sampling audio tokens. Defaults to 1.0\. Accepts values between 0 (exclusive) and 2 (inclusive). Higher values = more expressive, lower values = more deterministic. timestamp\_type `string`requireddefault: noneenum: none, word, characterControls timestamp metadata returned with the audio. "word" returns word-level timing, "character" returns character-level timing. Note: adds latency. Defaults to none. apply\_text\_normalization `boolean`When enabled, text normalization expands numbers, dates, times, and abbreviations before converting to speech. Turning this off may reduce latency. audio `string`URL to the generated audio file ## API Schemas (Raw) Input [ ](https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/schema-input.json "Open") [ ](https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/schema-input.json "Download") Output [ ](https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/schema-output.json "Open") [ ](https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/schema-output.json "Download") ```json {"@context":"https://schema.org","@type":"TechArticle","@id":"https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/#page","headline":"Inworld TTS 1.5 Mini (Inworld) · Cloudflare AI docs · Cloudflare AI docs","description":"Ultra-fast, cost-efficient text-to-speech with approximately 120ms latency and 15-language support.","url":"https://developers.cloudflare.com/ai/models/inworld/tts-1.5-mini/","inLanguage":"en","image":"https://developers.cloudflare.com/dev-products-preview.png","publisher":{"@type":"Organization","name":"Cloudflare","url":"https://www.cloudflare.com/"},"isPartOf":{"@type":"WebSite","@id":"https://developers.cloudflare.com/#website","name":"Cloudflare Docs","url":"https://developers.cloudflare.com/"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"@id":"/directory/","name":"Directory"}},{"@type":"ListItem","position":2,"item":{"@id":"/ai/","name":"AI"}},{"@type":"ListItem","position":3,"item":{"@id":"/ai/models/","name":"Models"}}]} ```