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Horizon Oasis FZ LLC Advanced Technology Within Everyone’s Reach

Horizon oasis FZ LLC advanced technology within everyone’s reach. Speed up the process of adopting new technologies to boost the growth of their business in the market.

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What is the main objective of Horizon Oasis FZ LLC

The digital sector is evolving, and, with it, a wave of large companies are taking up their position in the market to offer services that can solve a whole host of today’s problems. This is the case with Horizon Oasis FZ LLC, created under the premise of helping small and large companies to speed up the process of adopting new technologies to boost the growth of their business in the market.

1. But… What is Horizon Oasis FZ LLC?

We are talking about a company with its headquarters in the United Arab Emirates, which was founded to make a global impact by offering digital engineering solutions enhanced by the growth and development of the latest IT technologies of software, blockchain, and many others. All of this is at the hands of a team with a wealth of experience in the digital and business intelligence field with the ability to offer exponential results in a highly competitive world.

Horizon Oasis FZ LLC and its founder, Cristian Carmona, offer a broad view of inclusion since it has been designed to provide high-tech services both to beginners and experts on the issue. This is why the company works hard each day to provide bespoke software solutions that enable scalable and sustainable growth for all small and large companies that want to scale their business in the market and thus obtain a significant advantage against their competitors.

2. What is the main objective of Horizon Oasis FZ LLC?

Today’s latest disruptive technologies have something in common: simply bringing people together to work on even bigger objectives that can generate advantages for everyone.

Horizon Oasis

That’s why the mission of Horizon Oasis stems from creating a blockchain ecosystem with the help of artificial intelligence to create high-value products that are accessible to everyone and thereby create a productive ecosystem in which everyone can take their projects to the next level with the help of advanced digital tools.

3. What products can Horizon Oasis FZ LLC offer?

With a team of specialists in the areas of technological development, Horizon Oasis can develop test applications for participation, wallet applications, smart contracts, commercial robots and algorithms, master nodes, validation nodes, intelligent groups, among many other options to offer a range of high-value tools that are continually under development for the benefit of all clients who want to enhance their project.

It is worth noting that the team from Horizon Oasis continues to create new products and recruit new staff with the experience to facilitate the development of new technologies, thus expanding the number of options they can offer to position themselves as one of the best known digital companies in the world.

4. Finally

Horizon Oasis FZ LLC, alongside its founder, Cristian Carmona, with experience in a large number of blockchain projects, offers itself as a handy toolbox for all small and large companies who want to position themselves in today’s highly competitive markets.

“Crypto-technology is linked under the same mission, to take advantage of all of the potentials of blockchain technology and make it accessible for everyone through innovative products and services with a real added value” Horizon Oasis FZ LLC Team.

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How do collect and train data for speech projects?

Data collection is the process of gathering, analyzing, and, measuring accurate data from diverse systems to use for business process decision-making, speech projects, and research.

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How do collect and train data for speech projects

With technology evolution, we are moving towards machine learning systems that can understand what we say. In our daily lives, we all have encountered many virtual assistants like Alexa, Siri, and others. These virtual assistants often help us in tuning the lights of our homes, finding information on the internet, and even starting a video conference. But do you know how it does that?

To produce results, these virtual assistants use natural language processing to understand the user’s intent. Natural Language Processing technology enables virtual assistants to understand user intent and produce outcomes. Basically, these virtual assistants are applications of automatic speech recognition and are also known as speech recognition software. This software uses machine learning and NLP to analyze and convert human speech data into text.

But, attaining maximum efficiency of these software requires the collection of substantial speech and audio datasets. The purpose of collecting these audio datasets is to have enough sample recordings that can be fed into automatic speech recognition (ASR) software.

Furthermore, these datasets can be used against the speakers using unspecified speech recognition models. And to make ASR software work as intended, speech data collection and audio datasets must be conducted for all target demographics, locations, languages, dialects, and accents.

Artificial Intelligence can be as intelligent as the data given to it. Hence, collecting data for feeding the machine learning model is a must to maximize the effect of ASR. Let’s discuss steps in speech data collection for effective automatic speech recognition training.

1. Create a Demographic Matrix

For creating a demographic matrix, the enterprise must consider the following information like language, locations, ages, genders, and accents. Along with these, it is a must to note down a variety of information related to environments like busy streets, waiting rooms, offices, and homes. Enterprises can also consider the devices people are using like mobile phones, headsets, and a desktop.

2. Collect and transcribe speech data

To train the speech recognition model, gather speech samples from real humans and take the help of a human transcriptionist to take notes of long and short utterances by following your key demographic matrix. In this way, human is a vital and essential part of building proper audio datasets and labeled speech and further development of applications.

6 Reasons to Transcribe Audio to Text

3. Build a separate test data

Once the text subscription is completed, it’s time to pair the transcribed test with the corresponding audio data and segment them to include one statement in each. Later on, take the segmented pairs and extract a random 20% of the data to form a set for testing.

4. Train the language model

To maximize the effectiveness of the speech recognition model, you can train the language model by adding general additional text that was not additionally recorded. For example in canceling a subscription, you recorded one statement that ‘I want to cancel my subscription, but you can also add texts like “Can I cancel my subscription” or “I want to unsubscribe”. To make it more effective and catchy you can also add expressions and relevant jargon.

5. Measure and Iterate

The last and important step is to evaluate the output of automatic speech recognition software to benchmark its performance. In the next step take the trained model and measure how well it predicts the test set. In case of any gaps and errors, engage your machine learning model in the loop to yield the desired output. 

Conclusion

From travel, transportation, media, and entertainment, the use of speech recognition software is evident. We all have been using voice assistants like Alexa and Siri to complete some of our routine tasks. To effectively use this speech recognition software requires proper training in the audio datasets and the use of relevant data for the machine learning model.

Proper execution and the right use of data make sure the speech recognition software going to work efficiently and enterprises can scale them for further upgrades and development. As data and speech recognition go hand in hand, make sure you are using data with the right approach.

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