Inference APIs

Voices and samples

Every sample is this sentence, generated through the API with default settings: “Hoje o tempo está ótimo, então à tarde vou passear no parque com alguns amigos.”

ListenVoice idVoiceRound-trip check
Brazilian, femaleAll 15 words understood
Brazilian, male1 of 15 words misheard
Brazilian, maleAll 15 words understood

Round-trip check: we transcribed each sample with Whisper Large v3 and compared it with the text we sent. It tests whether the speech is intelligible to a machine, not whether it sounds natural to you; for that, listen.

Quickstart

cURL
curl https://api.inferenceapis.com/v1/audio/speech \
  -H "Authorization: Bearer $INFERENCE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "hexgrad/Kokoro-82M", "voice": "pf_dora", "input": "Hoje o tempo está ótimo, então à tarde vou passear no parque com alguns amigos.", "response_format": "mp3"}' \
  --output portuguese.mp3
Python · openai SDK
import os
from openai import OpenAI

client = OpenAI(base_url="https://api.inferenceapis.com/v1", api_key=os.environ["INFERENCE_API_KEY"])
audio = client.audio.speech.create(model="hexgrad/Kokoro-82M", voice="pf_dora", input="Hoje o tempo está ótimo, então à tarde vou passear no parque com alguns amigos.")
audio.write_to_file("portuguese.mp3")

Notes for Portuguese

  • The voices are Brazilian Portuguese. There is no European Portuguese voice.
  • Numbers, dates and abbreviations are read as written. Spell out anything that must be pronounced a specific way.
  • Pacing follows punctuation; there is no SSML. speed changes the overall rate.

Cost and limits

Kokoro is billed at $5.20 per million Unicode characters of input. The 79-character sample above is 4.8 seconds of audio and costs $0.00041; at that rate an hour of Portuguese speech is about 59,000 characters, or roughly $0.31. A request accepts up to 20,000 characters; for longer text, split on sentence boundaries and join the audio. A paragraph returns in under a second in our measurement. Orpheus is English-only, so Portuguese always uses Kokoro.

Other languages: English · Japanese · Chinese · Spanish · French · Hindi · Italian

Speech-to-text in Portuguese

The reverse direction: Whisper Large v3 transcribed our Portuguese test clips with 3.4% word error. See Portuguese speech-to-text.