Picovoice WordmarkPicovoice Console
Introduction
Introduction
AndroidC.NETFlutterlink to GoiOSJavaNvidia JetsonLinuxmacOSNodejsPythonRaspberry PiReact NativeRustWebWindows
AndroidC.NETFlutterlink to GoiOSJavaNodejsPythonReact NativeRustWeb
SummaryPicovoice LeopardAmazon TranscribeAzure Speech-to-TextGoogle ASRGoogle ASR (Enhanced)IBM Watson Speech-to-Text
FAQ
Introduction
AndroidC.NETFlutterlink to GoiOSJavaNodejsPythonReact NativeRustWeb
AndroidC.NETFlutterlink to GoiOSJavaNodejsPythonReact NativeRustWeb
FAQ
Introduction
AndroidCiOSLinuxmacOSPythonWebWindows
AndroidCiOSPythonWeb
SummaryOctopus Speech-to-IndexGoogle Speech-to-TextMozilla DeepSpeech
FAQ
Introduction
AndroidAngularArduinoBeagleBoneCChrome.NETEdgeFirefoxFlutterlink to GoiOSJavaNvidia JetsonLinuxmacOSMicrocontrollerNodejsPythonRaspberry PiReactReact NativeRustSafariUnityVueWebWindows
AndroidAngularC.NETFlutterlink to GoiOSJavaMicrocontrollerNodejsPythonReactReact NativeRustUnityVueWeb
SummaryPorcupineSnowboyPocketSphinx
Wake Word TipsFAQ
Introduction
AndroidAngularBeagleBoneCChrome.NETEdgeFirefoxFlutterlink to GoiOSJavaNvidia JetsonlinuxmacOSNodejsPythonRaspberry PiReactReact NativeRustSafariUnityVueWebWindows
AndroidAngularC.NETFlutterlink to GoiOSJavaNodejsPythonReactReact NativeRustUnityVueWeb
SummaryPicovoice RhinoGoogle DialogflowAmazon LexIBM WatsonMicrosoft LUIS
Expression SyntaxFAQ
Introduction
AndroidBeagleboneCiOSNvidia JetsonLinuxmacOSPythonRaspberry PiRustWebWindows
AndroidCiOSPythonRustWeb
SummaryPicovoice CobraWebRTC VAD
FAQ
Introduction
AndroidCiOSPythonWeb
AndroidCiOSPythonWeb
SummaryPicovoice KoalaMozilla RNNoise
Introduction
AndroidAngularArduinoBeagleBoneC.NETFlutterlink to GoiOSJavaNvidia JetsonMicrocontrollerNodejsPythonRaspberry PiReactReact NativeRustUnityVueWeb
AndroidAngularCMicrocontroller.NETFlutterlink to GoiOSJavaNodejsPythonReactReact NativeRustUnityVueWeb
Picovoice SDK - FAQ
IntroductionSTM32F407G-DISC1 (Arm Cortex-M4)STM32F411E-DISCO (Arm Cortex-M4)STM32F769I-DISCO (Arm Cortex-M7)IMXRT1050-EVKB (Arm Cortex-M7)
FAQGlossary

Google Dialogflow Benchmark


Google Dialogflow is a cloud-based natural language understanding (NLU) engine for building chatbots and voicebots. An agent can be trained by providing examples of what a user might say when interacting with it. It then analyzes and understands the user's intent based on the prior provided knowledge. Dialogflow uses Google speech to text technology behind the scenes to first transcribe speech and then analyze the extracted text to derive the user’s intent.

Prerequisites

  • Ubuntu 20.04 (x86_64)
  • Git
  • Python
  • PIP
  • Google Cloud Platform Account

Usage

  1. Clone the repository:
git clone https://github.com/Picovoice/speech-to-intent-benchmark.git
  1. Install the dependencies:
pip3 install -r requirements.txt
  1. Log in to Google cloud console, create a new project, and enable Dialogflow.

  2. Create a new Dialogflow agent called barista

  3. Use data/dialogflow/barista_432.zip to create and train the agent.

  4. Run the benchmark:

python3 src/bench.py \
--engine GOOGLE_DIALOGFLOW \
--noise kitchen \
--google_dialogflow_credential_path ${YOUR_CREDENTIALS_PATH} \
--google_dialogflow_project_id ${YOUR_PROJECT_ID}
python3 src/bench.py \
--engine GOOGLE_DIALOGFLOW \
--noise kitchen \
--google_dialogflow_credential_path ${YOUR_CREDENTIALS_PATH} \
--google_dialogflow_project_id ${YOUR_PROJECT_ID}

Result

Google Dialogflow accuracy across various noise levelsGoogle Dialogflow accuracy across various noise levels

Was this doc helpful?

Issue with this doc?

Report a GitHub Issue
Google Dialogflow Benchmark
  • Prerequisites
  • Usage
  • Result
Platform
  • Leopard Speech-to-Text
  • Cheetah Streaming Speech-to-Text
  • Octopus Speech-to-Index
  • Porcupine Wake Word
  • Rhino Speech-to-Intent
  • Cobra Voice Activity Detection
Resources
  • Docs
  • Console
  • Blog
  • Demos
Sales
  • Pricing
  • Starter Tier
  • Enterprise
Company
  • Careers
Follow Picovoice
  • LinkedIn
  • GitHub
  • Twitter
  • Medium
  • YouTube
  • AngelList
Subscribe to our newsletter
Terms of Use
Privacy Policy
© 2019-2022 Picovoice Inc.