Speaker Diarization aims to solve the problem of “Who Spoke When” in a multi-party audio recording. At Squad, ML team is building an automated quality assurance engine for SquadVoice. During the quality check phase, a calling representative’s performance is scored on various quality parameters, such as: Whether the representative was…

Originally published on HackerNoon As programmers we regularly come across projects that require the task of building binary classifiers of the types A vs ~A, in which when the classifier is given a new data sample, it’s able to predict whether the sample belongs to class A or is an…

As programmers we regularly come across projects that require the task of building binary classifiers of the types A vs ~A, in which when the classifier is given a new data sample, it’s able to predict whether the sample belongs to class A or is an outlier. …

Task queue or message brokers accept and forward messages. They act like a post office. Task queues manage background work that can be executed outside the usual HTTP request-response cycle. Thus they can make your application seem faster while also making it more efficient. …