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Spk 001.3.0.json | 78.284691 | 16,000 | 1,252,555 | 16,000 | Coast Guard Spech Corpus Sheet Three Coastal Stations Malin Division Malin Head M R S C Malin Mrcc Malin E J M Echo Juliet Mike Malin Head Radio Malin Head Coast Guard Malin Head Coast Guard Radio Glen Head Glen Head Coast Guard Radio Glen Head Coast Guard Donegal Bay Donegal Bay Coastguard Radio Donegal Coast Guard Belmullet Belmullet Belmullet Coast Guard Belmulet Coast Guard Radio Clue Bay Clue Bay Coast Guard Clue Bay Coast Guard Radio Clifden Clifdenn Coast Guard Clifden Oastguard Radio Lough Ree Lough Ree Coast Guard Lough Ree Coast Guard Radio |
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Spk 001.1.0.json | 156.174438 | 16,000 | 2,498,791 | 16,000 | "Irish Coast Guard Speech Corpus Sheet One Key Words And Phrases Distress Mayday Mayday Mayday Distress Relay Mayday Relay Mayday Relay Mayday Relay Mayday Relay Information Number One SAR S A R SAR Search And Rescue Urgency Pan Pan Pan Pan Pan Pan Safety Securite Securite Securite Securite Traffic Report Traffic Report T R Traffic Report Operations Normal Operations Normal Ops Normal End Of Communications Out Expecting A Reply Over Day Time Group Day Time Group Radio Navigation Warning R N W Radio Navigation Warning R N W CQ All Stations All Stations All Stations CQ Coast Guard Coast Guard Station Coast Guard Radio Maritime Rescue Coordination Centre M R C C Rescue Coordination Centre RCC P O B People On Board Medivac Medical Evacuation Medivac Position Latitude And Longitude Lat An Long Bearing And distance M O B Man Overboard M O B" |
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Ship Calling Sample 009.json | 3.608 | 16,000 | 57,728 | 16,000 | Dublin Coast Guard Radio, Dublin Coast Guard Radio, Ulysses. |
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ship calling sample 004.json | 5.622875 | 16,000 | 89,966 | 16,000 | " Dublin Coast Guard radio, Dublin Coast Guard radio. This is Spirit of Docklands. Spirit of Docklands over." |
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Ship Calling Sample 006.json | 6.044625 | 16,000 | 96,714 | 16,000 | " Dublin Coast Guard Radio. Dublin Coast Guard Radio. This is King Fisher Radio Check Channel 3 over." |
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Ship Calling Sample 001.json | 5.00775 | 16,000 | 80,124 | 16,000 | Hello Clifden Radio Clifden Radio Clifden Radio |
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Spk 001.7.0.json | 123.814499 | 16,000 | 1,981,032 | 16,000 | Coast Guard Speech Corpus Sheet Seven Urgency Pan Pan Calls Example Urgency Pan Pan Call One Pan Pan Pan Pan Pan Pan This Is Fragrant Cloud Fragrant Cloud Fragrant Cloud Pan Pan This Is Fragrant Cloud Echo India Two Four Nine Five Our Position Is Five Three Degrees Four Nine Decimal One North Zero Zero Five Degrees Four Eight Decimal Nine West I Repeat Our Position Is Fifty Three Degrees Fourty Nine Decimal One North Zero Zero Five Degrees Fourty Eight Decimal Nine Minutes West We Have An Injured Crewman On Board And Require Medical Advice Over Example Urgency Panpan Call Number Two Pan Pan Pan Pan Pan Pan This Is North Sky North Sky North Sky Callsign Three Echo Six Zero Nine One Our Position Is Fifty Four Degres Thirty Two Decimal Seven North Ten Degrees Thirty Seven Decimal Six West We Have A Crew Member That Is Very Ill And Sick And Requires And An Imediate Helocopter Medivac Over Pan Pan Urgency Call Number Three Pan Pan This Sailing Vessel Island Sky Four Miles North Of Malin Head We Have An Engine Failure And Require A Tow Over |
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Ship Calling Sample 008.json | 6.789625 | 16,000 | 108,634 | 16,000 | Dublin Coast Guard Radio Dublin Coast Guard Radio From India Charlie Gulf On Channel Zero Three. |
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Spk 001.10.0.json | 81.233498 | 16,000 | 1,299,736 | 16,000 | Coast Guard Speech Corpus Sheet Ten Operations Or Ops Normal Calls Ops Normal Call Example One Valentia Coast Guard Valentia Coast Guard Valentia Coast Gaurd This Is Helicopter Rescue One One Five We Ar Operations Normal Four Miles West Of Loop Head Over Operations Normal Example Call Number Two Clue Bay Radio Clue Bay Radio Clue Bay Radio This Is Westport Coast Guard Delta Westport Coast Guard Delta Ops Normal Three Pint Four Miles East Of Clare Island Over Operations Normal Example Call Three Carlingford Coast Guard Radio Carlingford Coast Guard Radio Clogherhead A L B Clogherhead A L B All Weather Lifeboat Operations Normal West Of Dundalk Bay Over |
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Spk 001.9.0.json | 97.901497 | 16,000 | 1,566,424 | 16,000 | Coast Guard Speech Corpus Sheet Nine Traffic Reports T R's Trafic Report Call Number One Dublin Coast Guard Dublin Coast Guard Dublin Coast Guard This Is Ulyses Ulyses Ulyses Charlie Four Hotel Papa Two We Would Like To File A T R Please Departing Dublin For Holyhead Three Four Five That's Three Hundred And Forty Five Pasengers Sixty Five Crew E T A One Three Four Five Thirten Forty Five Hours Over Trafic T R Example Call Number Two Clifden Radio Clifden Radio This Is Pirate Quern Pirate Queen T R Please Over Departing Runa To Inisturk Fourten Pasengers Two Crew E T A Fiften Thirty Over Trafic Report T R Example Call Three Galway Coast Guard Radio Galway Coast Guard Radio Galway Coast Guard Radio Banrion Na Farraige Banrion Na Farraige Banrion Na Farraige Departing Inisheer To Rossaveel Three Crew Twenty Seven Pasengers Over. |
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Ship Calling Sample 005.json | 7.295625 | 16,000 | 116,730 | 16,000 | Donegal Bay Coast Guard Radio Donegal Bay Coast Guard Radio This Is The Dun Na Ngall Dun Na Ngall Calling On Zero Two Over |
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Ship Calling Sample 007.json | 4.52575 | 16,000 | 72,412 | 16,000 | Dublin Coast Guard, Dublin Coast Guard, Wb Yeats. |
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Spk 001.8.0.json | 142.955872 | 16,000 | 2,287,294 | 16,000 | Coast Guard Speech Corpus Sheet Eight Safety Securite Calls Examples Safety Securite Call Example One Securite Securite Securite All Stations All Stations All Stations This Is Whispering Hope Whispering Hope Whispering Hope Callsign Echo India Alpha Romeo Eight We Are Not Under Command Repeat We Are N U C In The Folowing Position Our Position Is Five Three Degres Four Four Decimal Six North Zero One Zero Degres Two Five Decimal Three West I Repeat Our Position Is Fifty Three Degres Forty Four Decimal Six North Ten Degres Twenty Five Decimal Three Minutes West All Vesels Navigate With Caution And Give Us A Wide Berth Out Securite Saety Call Example Number Two Securite Securite Securite All Stations All Stations All Stations This Is Piximar Dos Pximar Dos Call Sign Echo Bravo India Xray Xray We Have Lost Fishing Gear Three Miles North West Of Tory Island All Vesels Should Navigate With Caution In That Area Out Safety Securite Call Example Number Three Securite Securite This Is Ocean Halvester Two Ocean Halvester Two We Have A Rope In The Propeler And Are Adrift In Position Is Fifty Two Twenty One Decimal Four North Zero Zero Six Zero Two Decimal Seven West Out |
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Ship Calling Sample 002.json | 8.177125 | 16,000 | 130,834 | 16,000 | Clifden coast guard radio Clifden coast guard radio Clifden coast guard radio connemara lady connemara lady connemara lady over. |
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Spk 001.4.0.json | 83.882187 | 16,000 | 1,342,115 | 16,000 | Irish Coast Guard Speech Corpus Sheet Four Coastal Stations Valentia Division Galway Galway Coast Guard Galway Coast Guard Radio Lough Derg Coast Guard Lough Derg Coast Guard Radio Shannon Shannon Coast Guard Shannon Coast Guard Radio Valentia M R S C Valentia M R C C Valentia Echo Juliet Kilo E J K Valentia Coast Guard Valentia Coast Guard Radio Bantry Bantry Coast Guard Bantry Coast Guard Radio Mizen Head Mizen Head Coast Guard Mizen Head Coast Guard Radio Galley Head Galley Head Coast Guard Galley Head Coast Guard Radio Cork Cork Coast Guard Cork Coast Guard Radio |
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Ship Calling Sample 011.json | 8.153125 | 16,000 | 130,450 | 16,000 | Donegal Bay Radio Donegal Bay Radio The Ocean This Is Ocean Bay Ocean Bay Comms Check On Channel Zero Two Over. |
MARIA
Maritime Automated Response and Intelligent Assistant
The design and development of a Maritime Automated Response & Intelligent Assistant (M.A.R.I.A.) for Coast Guard Operations. Rescue Coordianion Staff maintain a listening watch on up to ten radio maritime channels simultaneously. A typed log for every communication received or transmitted is required for incident reviews and investigations. During times of high volumes of radio traffic, it is difficult to keep the radio log updated and accurate. Maintaining the radio log can add additional stress to staff when dealing with emergencies at sea.
This research project proposes a concept to use Artificial Intelligence (AI) to assit with RCC operations. The Maritime Automated Response & Intelligent Assistant (M.A.R.I.A.) for Coast Guard Operations will monitor the radio channels and complete the radio log for the RCC watch Officers. M.A.R.I.A will detect key words such as MAYDAY and alert the staff of a potential distress situations, it will recognise the construct of a marine radio calls and extract information such as vessel identification and position. The development and design of M.A.R.I.A will harness deep learning systems which are a combination of Generative AI, Large Language Models and Automatic Speech Recognition systems. These models are commercially available but will require prompt tuning to enable the AI to understand speech from marine radio.
This concept is being developed as part of a reach study for a Professional Doctorate in Engineering. The concepts, ideas and code provided on this GitHub page are purely for research purposes and should not be considered as solution to adapted in any real life siuation or work place.
Code update November 2024
Early concepts research and development Objectives to create a dataset using audio files transcribed by the OpenAI whisper small model Create a dataset from the corrected transcribed audio files and publish the dataset to Hugging Face (HF) The published dataset will have a train test split Fine tune the whisper small model and evulate the results
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