Our Vision and Goals


We aspire to a world where marine mammals’ welfare is constantly monitored and guaranteed, given any circumstances, provided by the right data-driven solutions.

R&D missions

Development of Automated detection or localization tools

These tools can be used for tracking, supervision or research of a species or an individual in interest and are the baseline for further practical conservation methods. For species with local rare appearance for example, this ability alone creates value.

Population estimation tool and operative implications

By assessing the local population in time and place using the automated detection tools baseline, an operative research for determining shipping lanes and regulating fishing zones is conducted.

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The research findings is then transferred to the local authorities. In practice, such regulations are the key to provide deaths and injuries, as fishing net entanglements and ship collisions are the two major reasons for cetacean’s population decline worldwide.

Development of local algorithms using lean research for worldwide spread

The global status of PAM utilization is such that in only certain parts of the world it is implemented. This is because PAM applications require knowledge and funding- two rare resources on a global scale.

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Deep Voice works with relatively inexpensive acoustic monitoring tools ( hence “lean research”) and believes in free sharing and teaching the knowledge globally. Therefore, the work on local populations is just the baseline for the developed PAM applications to be spread worldwide by the NGO. Accessing these lean-research applications to other biologists group worldwide who lack the capabilities is the key for a better global conservation


Deep Voice is collecting visual and acoustic data for linguistic-cognitive research analysis to be shared with other research groups worldwide.

Organization values

Marine Mammals Welfare Concern

Our main concern is marine mammals conservation status globally.

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Deep voice supports and conducts research that is aimed towards the welfare of marine mammals globally, and is completely against any activity or operation that endanger by any chance the welfare of marine mammals.

Global Scale Work

Although founded in Israel, Deep Voice is a research team with global affinity to seek to study marine mammals on a global scale.

Shortest Path to Impact

In Deep Voice we search to work on projects that have a clearly visible way to impact ecologically, locally and globally.

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Our process of project selection is based on where our work will make the greatest impact.

Data Sharing

In Deep Voice we believe that the most beneficent path to enhance marine mammals research goes through maximum knowledge flow

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between all marine mammals research groups worldwide.

As a result, we possess a free code attitude and we are willing to share our findings and codes as much as possible.

Cross scientific fertilization

In order we believe in the symbiosis of marine biology along with engineering.

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Both for R&D and operative application purposes.

We view the marine biologists as the groups that possess the knowledge and abilities to make the direct link between our work and the goal of conservation.

Goals and Future Plans

Near Future plans

Scale our algorithms usage and expand our map of impact. 

Contribute to at least five more conservation groups with detection\ classification services. 

Make localization and data-analysis algorithms accessible to biologists worldwide. 

Assist in the development of marine mammals’ anti-collision technology.

Establish an online community of researchers that use AI-based solutions for conservation.

Find new strategic partnerships.

Five Years from now

Deep Voice map of impact spreads all over the globe. 

A worldwide network of bio-acousticians that follow a data-based paradigm of conservation is founded.

An end-to-end density estimation framework is provided by Deep Voice to research groups worldwide. This framework supports data-based regulations monitoring marine mammals’ welfare worldwide. 

A clear measure of marine mammals’ conservation success exists and is quantified.

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