A beginner's guide to the world of sound visualization

These resources will take a closer look at sound visualization and what you need to know about it.

Get started growing your business with a B12 website.

No credit card required
A beginner's guide to the world of sound visualization

Resources

Key quotes:

  • "Understanding the typical work flow on how the data science pipeline works is a crucial step towards business understanding and problem solving."
  • "So before we even begin the OSEMN pipeline, the most crucial and important step that we must take into consideration is understanding what problem we’re trying to solve."
  • "No matter how well your model predicts, no matter how much data you acquire, and no matter how OSEMN your pipeline is… your solution or actionable insight will only be as good as the problem you set for yourself."
  • "Objective: Skills Required: “The man who is prepared has his battle half fought” — Miguel de Cervantes Now during the exploration phase, we try to understand what patterns and values our data has."
  • "After cleaning your data and finding what features are most important, using your model as a predictive tool will only enhance your business decision making."
  • "If you’re a parent then good news for you.Instead of reading the typical Dr."
Read more →

Key quotes:

  • "This publication is the first publication for data representations for comparison and it includes — Bar Chart, Stacked, Grouped & Overlapping Bar Charts, Multiple Series 3D Bar Charts, Clustered Force Layout & Bubble Chart."
  • "The bar chart can be used to show the comparison of one variable for multiple categories or comparison for value changes over a period of time."
  • "Taking the same example as that of the stacked bar graph, the visitors on a website can be represented with grouped bar charts too."
  • "Similar to grouped bar charts, overlapping bar charts are used to represent a comparison between two categories on the basis of multiple variables."
  • "Given below is an overlapping bar chart that shows the number of visitors on an e-Commerce website along with the number of purchases."
  • "Let us plot the same example we’ve been looking at using multiple series 3D bar charts."
Read more →

Key quotes:

  • "1.1 Waveforms 1.2 The sine wave 1.3 Harmonics 1.4 Complex waves 2.1 Voltage Controlled Oscillators 2.2 Voltage Controlled Amplifier 2.3 Envelopes 3.1 Additive synthesis 3.2 Subtractive synthesis 3.3 Frequency Modulation (FM) 3.4 Other types of synthesis Unless you live under a rock, you’ve probably seen one of these things in your life: It’s an audio file."
  • "But these other sine waves have to have a specific amplitude and frequency to make something that sounds good."
  • "Sine wave: The simplest waveform consisting of a fundamental frequency and no harmonics."
  • "You could cut away certain frequencies to alter the harmonic spectrum of the sound, like in subtractive synthesis."
  • "Modulating amplitude: This will make the synth rise and fall in volume, or, if the LFO frequency is fast enough, create a tremolo-like sound."
  • "The physics of sound: The wiggly line of a waveform represents the vibrating motion of a sound source, which causes air molecules to collide and transmit a sound wave to your ear."
Read more →

Key quotes:

  • "The below speech representation is a plot of the speech signal from ‘arctic_a0005.wav’ whose equivalent text is “will we ever forget it” : It can be seen from the above figure that speech can be represented as a variation of amplitude with time."
  • "Further we will look at the frame level frequency domain representation of speech, also popularly known as Short-time Fourier transform (STFT) in the speech research community."
  • "It can be seen from the above plot that frequency domain representation of each frame helps us to analyse speech signal better; as we can easily see the harmonics as parallel red segments in voiced regions and how the amplitude varies for each frequency and frame index."
  • "Given a speech signal s[n], silence regions can be detected by comparing the relative energy of segments within short durations."
  • "A short frame size is able to detect abrupt change in energy but may give many alternating frames of silence segments due to inherent silence parts in some phonemes like bursts and in between words."
Read more →

Transcript: Let's play a game. Imagine that you are in Las Vegas, in a casino, and you decide to play a gameon one of the casino's computers, just like you might playsolitaire or chess. The computer can make movesin the game, just like a human player. This is a coin game. It starts with a coin showing heads, and the computer will play first. It can choose to flip the coin or not, but you don't get to see the outcome. Next, it's your turn. You can also chooseto flip the coin or not, and your move will not be revealedto your opponent, the computer. Finally, the computer plays again,and can flip the coin or not, and after these three rounds, the coin is revealed, and if it is heads, the computer wins, if it's tails, you win. So it's a pretty simple game, and if everybody plays honestly,and the coin is fair, then you have a 50 percent chanceof winning this game. And to confirm that, I asked my students to playthis game on our computers, and after many, many tries, their winning rate ended upbeing 50 percent, or close to 50 percent, as expected. Sounds like a boring game,... See more →

Key quotes:

  • "This blog would briefly focus on the concepts that you must know about before you appear for a Data Science entry-level interview."
  • "Through the length of the blog, I will cover a list of topics that help for an entry-level data Science interview, the amount of domain knowledge you need to have about it and BONUS: questions around a topic from my interviews!!! Now Math might not be the strongest point for everyone but being a data scientist needs you to perform good on statistics, linear algebra, probability and differential calculus."
  • "Working knowledge of both SQL and noSQL systems help in an interview."
  • "It is a starting point for a beginner Data Scientist to fathom that machine learning is part of data science."
  • "I would recommend knowing what exactly the following data terms mean so when a question peripheral to that comes up, you are ready to fire! Just as it sounds, data cleaning is where you EDA is an approach to reduce data to a smaller set of summary variables and use those results to: Along with knowledge on all these, you also would have to know about the IDEs and tools you work on."
Read more →

What customers & experts say

Stafford
Stafford Customer success at B12

“B12's goal is to provide the best customer experiences and I am so happy to be a part of that mission. Helping customers create a website that brings their vision to life is, by far, the best part of being here.”

Dan
Dan Sales at B12

“Business owners are crazy busy. What's crazier is expecting a business owner to know how to design, maintain, direct traffic to, and update their own website. Thanks to our AI, they really don't have to. B12's AI-powered websites are powerful and we can't wait to get what we've built in front of people.”

Andrew
Andrew Customer / Heroes Homestead

“I was always intimidated by my perceived difficulty of building a website but my experience with B12 was pretty smooth. I especially appreciate the quick response time to any requests I’ve sent the B12 team, and I also like the flexibility and ability to design the website ourselves. Since building my website, I’ve received a significant increase in the number of page views and email requests from the page.”

Read more →
Karen
Karen Customer / The Lin Life

“B12 uses artificial intelligence to create websites quickly. The human team is friendly and accessible for those new to website development. I have a polished website in a shorter amount of time at an excellent value.”

Megan
Megan Customer success at B12

“The website editor rocks! It makes it easy to add new items while keeping the same theme and structure I set when I created the site, no reformatting needed. It's fool proof and provides everything needed to create a seamless, gorgeous website. I actually use B12 for my own website!”

Jaiden
Jaiden Design expert at B12

“B12’s AI draft dramatically reduces my time traditionally spent working on content structure. As a B12 web expert, I can focus more time on creating a beautiful website and UX that fits the customer’s content and goals.”

Nikolai
Nikolai Expert at B12

“I use B12’s website editor on a daily basis and I love how easy it is to personalize the style. I’m able to add multiple images, videos, and text in different layouts based on the preference of our customers in just a few hours! It’s been a huge time-saver, given how intuitive the interface is.”

Rick
Rick Customer / Rick Finbow Enterprises, LLC

“I think it's great that B12 is watching out for me. I'm reminded to update my website and I get ideas. I like that I'm not in it alone.”

Liam
Liam Sales at B12

“B12 aims to help small business owners by saving them time to focus doing what they do best — running their business. We want to help them increase their bottom line by providing high-quality websites at a fraction of the price charged by boutique agencies and other DIFY providers.”

Freddie
Freddie Customer / Suffolk Equity Partners

“B12 is amazing! You get a high-quality design for the price of DIY. It's really remarkable.”

Mandie
Mandie Design expert at B12

“I have thoroughly enjoyed working with the B12 website editor. It allows me to make pixel-perfect websites in a fraction of the time.”

Heidi
Heidi Customer / CD Roma

“Since the launch, we’ve gotten more form submissions to inquire about our catering service and menu options. On top of that, I’ve noticed more customers who found out about us through our website before coming down to dine! The traffic we’ve realized in the short time the site has been online is very impressive.”

Read more →
Anne
Anne Customer / Grit and Grace

“The value of the B12 website was there from the very start. I noticed more traffic coming in immediately, which is hugely important for me. Knowing that B12’s tools are constantly optimizing my website for search engines offers me peace of mind. It helps me focus on running my business instead of trying to figure out how to run a website.”

Read more →
Natalie
Natalie Customer / Natalie Elisha Gold

“The entire \[B12] process felt really quick and efficient. I was able to work with them and highlight certain areas that I wanted on my website. Everything that I didn’t like was changed in a matter of seconds and minutes. It was vastly different compared to the previous team that I had hired to do my website.”

Read more →
Debra
Debra Customer / A New View of Food

“B12 has positively impacted my business with its wide variety of integrations, such as the bookings integration! I’ve been getting more emails from potential customers who are able to book online and schedule consultations with me easily. I’m not tech savvy, so if you’re like me, having a company like B12 to work with is incredibly helpful.”

Read more →

Ready to grow your business online?

Join the tens of thousands of professionals who’ve found success with a B12 website, SEO, blogging, and more!

Get a website in minutes
This website uses cookies to ensure you get the best browsing experience.  Learn more
I agree