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The Notification interface of the Notifications API is used to configure and display desktop notifications to the user.

Note: This feature is available in Web Workers .

Static properties

These properties are available only on the object itself.

Instance properties

These properties are available only on instances of the object.

Unsupported properties

The following properties are listed in the most up-to-date spec but are not supported in any browsers yet. It is advisable to keep checking back regularly to see if the status of these has updated, and let us know if you find any out of date information.

Event handlers

Obsolete handlers

The following event handlers are still supported as listed in the browser compatibility section below, but are no longer listed in the current spec. It is safe therefore to assume they are obsolete and may stop working in future browser versions.

Static methods

These methods are available only on the object itself.

Instance methods

These properties are available only on an instance of the object or through its . The object also inherits from the interface.

Assume this basic HTML:

It's possible to send a notification as follows — here we present a fairly verbose and complete set of code you could use if you wanted to first check whether notifications are supported, then check if permission has been granted for the current origin to send notifications, then request permission if required, before then sending a notification.

Alternate example: run on page load

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regardless to make sure we can get permission to send notifications (this uses the newer promise-based method syntax):

Then we run a simple function when we want to fire a notification — this is passed arguments to specify the body, icon and title we want, then it creates the necessary object and fires the notification using the constructor.

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and send us a pull request.

1. Before Chrome 22, the support for notification followed an old prefixed version of the specification and used the navigator.webkitNotifications object to instantiate a new notification. Before Chrome 32, Notification.permission was not supported. Before Chrome 42, service worker additions were not supported. Starting in Chrome 49, notifications do not work in incognito mode.

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APIs and SDKs for maps and location-aware web and mobile apps

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HERE Tracking is a hardware-agnostic, global, reliable and secure IoT location solution. It enables trackers and devices to seamlessly transition between indoor and outdoor environments. By using Wi-Fi, BLE beacons, and cell signals , HERE Tracking can also work without satellite positioning .

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The task employs a subset of “Audioset: An Ontology And Human-Labeled Dataset For Audio Events” by Google. Audioset consists of an expanding ontology of 632 sound event classes and a collection of 2 million human-labeled 10-second sound clips (less than 21% are shorter than 10-seconds) drawn from 2 million Youtube videos. The ontology is specified as a hierarchical graph of event categories, covering a wide range of human and animal sounds, musical instruments and genres, and common everyday environmental sounds. We will focus on a subset of Audioset that consists of 10 classes of sound events:

Audioset provides annotations at clip level (without time boundaries for the events). Therefore, the annotations are considered as weak labels.

Audio clips are collected from Youtube videos uploaded by independent users so the number of clips per class vary dramatically and the dataset is not balanced (see also Vneck satin slip dress Helmut Lang Popular Online XMV8rX
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Google researchers conducted a quality assessment task where experts were exposed to 10 randomly selected clips for each class and discovered that a in most of the cases not all the clips contains the event related to the given annotation. More information about the initial annotation process can be found in:

JortF. Gemmeke, Daniel P.W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R.Channing Moore, Manoj Plakal, and Marvin Ritter. In Proc. IEEE ICASSP 2017. New Orleans, LA, 2017.

Audio event recognition, the human-like ability to identify and relate sounds from audio, is a nascent problem in machine perception. Comparable problems such as object detection in images have reaped enormous benefits from comprehensive datasets -- principally ImageNet. This paper describes the creation of Audio Set, a large-scale dataset of manually-annotated audio events that endeavors to bridge the gap in data availability between image and audio research. Using a carefully structured hierarchical ontology of 635 audio classes guided by the literature and manual curation, we collect data from human labelers to probe the presence of specific audio classes in 10 second segments of YouTube videos. Segments are proposed for labeling using searches based on metadata, context (e.g., links), and content analysis. The result is a dataset of unprecedented breadth and size that will, we hope, substantially stimulate the development of high-performance audio event recognizers.

Audio Set: An ontology and human-labeled dataset for audio events

The weak annotations have been verified manually for a small subset of the training set. The weak annotations are provided in a tab separated csv file under the following format:

For example:

The first column, Y-BJNMHMZDcU_50.000_60.000.wav , is the name of the audio file downloaded from Youtube ( Y-BJNMHMZDcU is Youtube ID of the video from where the 10-second clips was extracted t=50 sec to t=60 sec, correspond to the clip boundaries within the full video) and the last column, Alarm_bell_ringing;Dog corresponds to the sound classes present in the clip separated by a semi-colon.

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