Technology has to get as good at listening, and at speaking, as human beings are, and then — in some contexts — get bett

I have spent a lot of time working on systems which analyse accents, mispronunciations and speech impediments. Some people are difficult to understand because they have an unfamiliar accent, or are only just learning a language. We can make it easier to master pronunciation by giving them real-time feedback, but maybe we needn’t bother: morphing accents, and correcting errors in real time are both becoming a reality.

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o interpret quantum mechanics has been baffling physicists for 100 years. How do you understand the phenomenon where a particle or anything for that matter can be in two states at once? This is the so-called Schroedinger’s cat paradox in which a cat is both dead and alive until you look. Likewise, a quantum particle can be in two or more places at once, seemingly, creating the famous double slit experiment in which a particle appears to interfere with itself.

The “this” can refer to the instance of an object or class. It also changes depending on how a function is called. It is the context where you are and also changes when you are in strict vs non-strict mode. Need more reason to truly try to master it?

Finally, early identification of certain serious long-term neurological conditions is possible by monitoring subtle changes to speech. This can be done without hospital visits or even without targeting those who are at risk. Conveniently for all concerned, we all speak into our phones and computers all the time, so it would only be necessary to opt in, and give permission for your voice to be analysed, without compromising confidentiality by being recorded or listened to.

Finally, early identification of certain serious long-term neurological conditions is possible by monitoring subtle changes to speech. This can be done without hospital visits or even without targeting those who are at risk. Conveniently for all concerned, we all speak into our phones and computers all the time, so it would only be necessary to opt in, and give permission for your voice to be analysed, without compromising confidentiality by being recorded or listened to.

These properties are what allow Javascript to be so flexible and one of the core reasons you can use it to do almost anything. Every library and tool you use, play with objects prototype under the hood and it will make you want to create things.

Away from our headsets, speech isn’t really as linear as I have made out. In close proximity to someone speaking, I might whisper a comment to another listener, and still go unheard by anyone else. At a dinner party, I might be involved in more than one conversation at a time, because it is easy, in the 3D space of the real-world, to keep track of who has said what, and to control the volume and direction of my speech to target a specific listener.

Technology to separate speech from different speakers is coming on in leaps and bounds. This is achieved both by analysing the speech more deeply, and by combining the audio data with other sources, like using multiple microphones to measure relative volume and direction, or by using input from cameras to add lip movements and facial expressions to the mix.

Speech does not only vary by accent, but also by emotional and physical state. When a condition makes someone unintelligible, it is feasible not only to improve intelligibility but to identify what is wrong, perhaps categorising emergency calls, where the speaker is affected by stroke, sedation, drunkenness, concussion, or merely identify that the caller is a child, or speaks a particular language.

Nowadays, the latest developments are routinely shared, and the whole industry takes the latest ideas from Google, NVIDIA, Microsoft and a global community of university researchers, and with their blessing, extends them and applies them in new contexts, adding expertise from their own niche professions.

When you understand Objects you will understand the limitations and power of Javascript classes. If you came from an object-oriented language or are a fan of Object-Oriented Programming the introduction of classes makes whole that possible.

The “this” is one of the most confusing things about Javascript and with ES2020 we got “globalThis” which definitely helps to streamline things and set a clear distinction between the other “this”.

Understanding scope will help you create code that works together and closure is just a powerful tool you should use if you like the idea of encapsulation and functional programming.

In 2016, Google came up with a new approach to speech synthesis, using WaveNet, a neural network, which can be trained to generate almost any kind of sound, and then training it with real human speech. Once trained, it can be fed with quite robotic synthesized speech, and then make it sound human.

Class and Array are two examples of things that are just objects under the hood. To understand Objects you need to understand the prototype nature of Javascript including prototypical inheritance and prototypes.