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Prototype to Capture Sound and Audio Attributes for Voice Analytics

Goal:

We are a Fortune 500 company in the Healthcare sector. We want to develop software or software and a device that will capture audio and save it to a non-audio format. We want this software/device to capture data about audio that can be used for machine/deep learning projects. The need to protect patient privacy is the key driver of this project’s main requirement – save audio data to a non-audio file.

Our Ideal Expert:

Someone with extensive experience programming audio software and/or someone with a strong understanding of acoustics – for example, an Acoustical Engineer or someone with expertise in voice analytics.

The Requirements:

Our initial thought is to develop software that would run on a Raspberry Pi. This is not a hard requirement, but it would be a useful starting point for a prototype. We are open to an expert’s advice if you want to suggest off-the-shelf hardware that could be used.

The software developed will capture audio using an omni directional microphone. The captured audio will not be written to hard disk in an audio file format. Instead the attributes of the audio listed below, will be written to a CSV file. Please note, the audio features listed below are only the minimum required features. We will default to the expert’s advice for additional features to capture from a voice analytics perspective.

Features:

- Mel Frequency cepstrum coefficients

- Spectral slope

- Audio spectral flatness

- Audio spectral centroid

- Audio spectral envelope

- Any additional audio features that may help in the identification of sound

The CSV file’s rows will represent time increments (e.g. one second) and should be written as a timestamp. The file’s columns will be the audio features listed above. An important requirement is that we as users of the software/device be able to adjust the increments for sound capture. We also need to be able to adjust the intervals in which the data is captured. For example, we may want to set the device to record one second of sound every two minutes.

The software/device will need the ability to connect to a Wi-Fi network and transfer data collected to a destination specified by the user. The user will also need the ability to define the interval of data transfer.

Finally, the data recorded by this device should never be able to be converted into sound (i.e. audio could not be determined from the data captured).

At the end of the project the expert should produce full specifications for the hardware device and microphone used in development.

Proposals:

In your proposal please provide the following:

- Your suggestions on hardware and your specific approach to this problem.

- How will you ensure that the audio data is converted to delimited file and that no audio file is created in the process?

- What are your proposed milestones and how many hours should be budgeted for each?

- Your relevant experience with a project like this one.

Kĩ năng: Python, Raspberry Pi, Phát triển phần mềm, Thiết kế Âm thanh

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Về Bên Thuê:
( 0 nhận xét ) Waltham, United States

ID dự án: #16576865

11 freelancer đang chào giá trung bình $137/giờ cho công việc này

DuMHao

Hello Sir, Thank you for your job posting. As being an expert in machine learning and data science, I have worked with similar projects before for recognize and analysis the digital signals such as voice, medical-e Thêm

$100 USD / giờ
(15 Nhận xét)
6.8
devexpertsteam

Hello, We are IT-Engineers with higher educations, having more than 15 years of experience, developing sophisticated Web and Mobile solutions from scratch. During the consultation with you regarding the use-cases Thêm

$100 USD / giờ
(6 Nhận xét)
6.9
travisyates31

Hello sir As a data analytic expert, I'm glad to see your project. In fact, i think your project is long term project. So i need to discuss in detail with you. I will wait for you

$166 USD / giờ
(64 Nhận xét)
6.1
abhilashtv

Hi, ➲ 7+ years of full-time experience in Python / Django with 50,000+ Upwork hours billed and 50+ successful Python projects ➲ Upwork Top 10 Certification for Python and Django ➲ Guaranteed Results Policy: Pay only Thêm

$100 USD / giờ
(12 Nhận xét)
5.0
$166 USD / giờ
(9 Nhận xét)
5.1
RaspberryOculus

Hi there , I am Electrical + Software engineer with 18+ years experience, I have built several audio-video chat projects since 2003, bio-medical instruments as well . Though .I rarely work here I have worked exclus Thêm

$166 USD / giờ
(7 Nhận xét)
5.1
umg536

A proposal has not yet been provided

$170 USD / giờ
(6 Nhận xét)
4.3
gurtajs4

Hi, I am a multimedia expert with Audio Video encoding/decoding experience in Linux/Android Domain. Delivered several projects on RPI, You can see my history. Actually working on a project right now which uses libcur Thêm

$166 USD / giờ
(17 Nhận xét)
4.5
techobrie

Hello, Greetings from Techobrie! We have a team of dedicated and highly experienced Engineers, We will assign you full time dedicated experts who will work on your requirements.

$111 USD / giờ
(3 Nhận xét)
3.6
josueibarra

Hi, I'm an experienced full stack developer, CTO and co-founder of Evimed Healthcare, a medical tourism startup. ([login to view URL]) and previously an engineer at Underground Elephant, a fintech/adtech company in San Thêm

$100 USD / giờ
(1 Nhận xét)
2.4
scottrfrancis

I have over 30 years of embedded system experience and extensive experience with audio. Currently, my day-job is with Amazon in the Alexa group. Prior to that, I was CTO at THX where I designed state of the art 3D aud Thêm

$166 USD / giờ
(0 Nhận xét)
0.0