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What is Hume Audio Decisions API?

The Hume Audio Decisions API is a cloud-based tool designed specifically for developers who are working on voice applications and for teams that are involved in sound and speech analysis. This API is capable of processing audio recordings, along with optional contextual details and user questions, to provide structured probabilities regarding possible answers. Users can inquire about various aspects of audio, including the number of speakers and background noise, as well as subjective evaluations of tone, empathy, clarity, naturalness, and frustration levels. By harnessing these insights, teams are empowered to review support calls, evaluate the performance of voice agents and text-to-speech systems, label speech datasets, compare different recordings, and identify cases needing escalation or further model refinement. Furthermore, the API functions as a decision-making layer that can be easily integrated with existing speech recognition and voice synthesis systems, allowing developers to embed its analytical scores and probabilities into their specific workflows. Access to this API is managed by Hume, with pricing based on the volume of audio clips, inquiries, and contextual tokens submitted. Its adaptability across various fields highlights its potential to improve user experiences and enhance operational productivity, making it a valuable asset for organizations aiming to leverage audio data effectively. Ultimately, the Hume Audio Decisions API stands out as a versatile solution that not only aids developers but also contributes to advancing the overall quality of voice interactions.

What is Clef?

Clef is an advanced multimodal decision-making model featuring 27 billion parameters, designed to convert a specified state and a schema of typed inquiries into organized results. This innovative model can process state information in multiple formats, such as text, JSON, images, and video, generating probabilities for each viable option associated with each inquiry. With a substantial context window of 65,536 tokens and the ability to process visual inputs, Clef allows developers to integrate both structured application data and visual content into a cohesive decision-making framework. It supports three unique formats for typed inquiries: noul, which evaluates the probability of a statement being accurate; choice, which facilitates selection from a set of predefined choices while offering probability estimates for each; and score, which measures an input against defined criteria to produce a probability-weighted score. Users can pose between 1 and 64 questions in a single request, with the answers being returned using the same identifiers, significantly improving the model's effectiveness and adaptability. This all-encompassing strategy guarantees that Clef can be utilized across various applications, catering to a wide spectrum of decision-making challenges and opportunities. Furthermore, the versatility of Clef's design makes it an invaluable tool for developers aiming to enhance their analytical capabilities in diverse fields.

Media

Media

Integrations Supported

Hume AI

Integrations Supported

JSON
Markdown
Python
TypeScript

API Availability

Has API

API Availability

Has API

Pricing Information

$0.47/1M tokens
Usage costs $0.47 per 1 million input tokens, with no commitment. An organization receives a 1-million-input-token trial credit after access is granted. Enterprise plans offer volume pricing and deployment in a VPC, on premises, or in country.

Pricing Information

Pricing not provided

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

Hume AI

Date Founded

2021

Company Location

United States

Company Website

www.hume.ai/products/decision-model-api

Company Facts

Organization Name

Cloudflare

Date Founded

2009

Company Location

United States

Company Website

developers.cloudflare.com/workers-ai/models/clef/

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Decision Models

Not specified

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