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import tensorflow as tf | |
from tensorflow.keras import Model, layers | |
import features as features_lib | |
import features_tflite as features_tflite_lib | |
import params | |
from yamnet import yamnet | |
def yamnet_frames_tflite_model(feature_params): | |
"""Defines the YAMNet model suitable for tflite conversion.""" | |
num_samples = int(round(params.SAMPLE_RATE * 0.975)) |
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import tensorflow as tf | |
from tensorflow.keras import Model, layers | |
import features as features_lib | |
import params | |
from yamnet import yamnet | |
def yamnet_frames_tflite_model(feature_params): | |
num_samples = int(round(params.SAMPLE_RATE * 0.975)) | |
waveform = layers.Input(batch_shape=(1, num_samples)) | |
# Store the intermediate spectrogram features to use in visualization. |
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import tensorflow as tf | |
import params | |
import yamnet | |
def main(): | |
# Load the model and weights | |
model = yamnet.yamnet_frames_model(params) | |
model.load_weights('yamnet.h5') | |
# Convert the model |
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from google.api_core import page_iterator | |
from google.cloud import storage | |
def _item_to_value(iterator, item): | |
return item | |
def list_directories(bucket_name, path): | |
if not path.endswith('/'): | |
path += '/' |
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// Result is a superpowered enum that can be Success or Failure | |
// and the basis for a railway junction | |
sealed class Result<T> | |
data class Success<T>(val value: T): Result<T>() | |
data class Failure<T>(val errorMessage: String): Result<T>() | |
// Composition: apply a function f to Success results | |
infix fun <T,U> Result<T>.then(f: (T) -> Result<U>) = | |
when (this) { | |
is Success -> f(this.value) |
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sealed class Result<T> | |
data class Success<T>(val value: T): Result<T>() | |
data class Failure<T>(val errorMessage: String): Result<T>() | |
infix fun <T,U> Result<T>.compose(f: (T) -> Result<U>) = | |
when (this) { | |
is Success -> f(this.value) | |
is Failure -> Failure(this.errorMessage) | |
} |
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{ | |
"name": "webhook-demo", | |
"version": "0.0.1", | |
"description": "A template for creating web hooks for Dialogflow", | |
"author": "Antony Harfield", | |
"main": "src/cloudFuncs.js", | |
"engines": { "node": "8" }, | |
"scripts": { | |
"dev": "nodemon --inspect src/server.js", | |
"start": "node src/server.js", |
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const express = require('express') | |
const { WebhookClient } = require('dialogflow-fulfillment') | |
const app = express() | |
app.get('/', (req, res) => res.send('online')) | |
app.post('/dialogflow', express.json(), (req, res) => { | |
const agent = new WebhookClient({ request: req, response: res }) | |
function welcome () { | |
agent.add('Welcome to my agent!') |
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const express = require('express') | |
const { WebhookClient } = require('dialogflow-fulfillment') | |
const app = express() | |
app.get('/', (req, res) => res.send('online')) | |
app.post('/dialogflow', express.json(), (req, res) => { | |
const agent = new WebhookClient({ request: req, response: res }) | |
function welcome () { | |
agent.add('Welcome to my agent!') |
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// Swift category/extension for animating between rootViewControllers at the UIWindow level | |
import UIKit | |
extension UIWindow { | |
func setRootViewController(newRootViewController: UIViewController, animated: Bool) { | |
// No animation required | |
if !animated || self.rootViewController == nil { |