End-of-train device with audio support

A method for providing audio support on an End-of-Train device, the method comprising:

• receiving an audio signal, by a processing unit, wherein the audio signal is generated from an audio input associated with at least one event, detected by an audio input unit communicatively coupled to the processing unit;
• analyzing the audio signal, by the processing unit, to identify one or more actions to be performed at the End-of-Train device, wherein the analyzing the audio signal comprises:
• extracting one or more features from the audio signal;
• and
• identifying the at least one event associated with the audio signal based on the one or more features using a classification model;
• and
• initiating execution of the one or more actions identified, by the processing unit.

An End-of-Train device suitable for mounting at on a train, comprising:

• an audio input unit configured to:
• detect an audio input associated with at least one event;
• and
• generate an audio signal corresponding to the audio input;
• a memory;
• and
• a processing unit communicatively coupled to the memory, wherein the processing unit is configured to execute one or more instructions in the memory to:
• analyze the audio signal to identify one or more actions to be performed by the End-of-Train device;
• and
• initiate execution of the one or more actions identified;
• wherein the event is an incident with a potential impact on operation of at least one equipment onboard the train, and the incident is associated with at least one of a shunting operation, a passing of the train over a faulty section of a railway track, a clamping of the End-of-Train device to the train, and a presence of a broken component inside a housing of the End-of-Train device.

A method for providing audio support on an End-of-Train device, the method comprising:

• receiving an audio signal, by a processing unit, wherein the audio signal is generated from an audio input associated with at least one event, detected by an audio input unit communicatively coupled to the processing unit;
• analyzing the audio signal, by the processing unit, to identify one or more actions to be performed at the End-of-Train device;
• and
• initiating execution of the one or more actions identified, by the processing unit;
• wherein the event is an incident with a potential impact on operation of at least one equipment onboard the train, and the incident is associated with at least one of a shunting operation, a passing of the train over a faulty section of a railway track, a clamping of the End-of-Train device to the train, and a presence of a broken component inside a housing of the End-of-Train device.