A high-performance audio editor backend in C focused on memory efficiency, enabling zero-copy manipulation of large audio tracks through shared segment references.
At the core of the system is a custom data structure that allows multiple tracks to share references to the same underlying audio segments. Instead of duplicating audio data, segments are reused through pointer-based referencing, significantly reducing memory usage and improving performance when editing large files.
Naive audio editing systems duplicate data on every modification, leading to significant memory overhead and poor scalability.
This project explores how low-level systems design eliminates unnecessary copying by using shared segment references, enabling efficient manipulation of large audio datasets.
This project demonstrates how careful memory management and data structure design in C can:
- Reduce memory overhead
- Avoid unnecessary data duplication
- Enable scalable editing operations
- Efficient manipulation of audio samples
- Support for dynamic track operations (insert, delete, split, merge)
- Modular backend design for integration with audio processing systems
- Zero-copy architecture: Instead of duplicating audio data, tracks share references to segments, significantly reducing memory usage for large files.
- Linked segment structure: Chosen over contiguous arrays to support efficient insertions, deletions, and splits without shifting large blocks of memory, reducing the time complexity of such operations.
- Memory vs complexity trade-off: Prioritised memory efficiency and scalability at the cost of increased structural complexity.
- Manual memory management: Carefully handled heap allocation and deallocation to avoid leaks and fragmentation in a shared-reference system.
- Audio is represented as a linked sequence of segments, each pointing to a shared buffer
- Tracks maintain references to segments rather than owning raw data
- Editing operations (insert, split, merge) modify segment links instead of copying memory
- Reference sharing enables multiple tracks to reuse the same audio data safely
- git clone https://github.com/Juan-David-Lopez-Arce/high-performance-audio-editor.git
- cd high-performance-audio-editor
- make
- This project is implemented as a backend library and does not include a standalone executable.
- It provides a set of functions for manipulating shared audio segments (e.g., insert, delete, split, merge). To test or use the system, you can create your own
main.cfile and call these functions to interact with the data structure. - This design reflects the modular nature of the project, allowing it to be integrated into larger audio processing applications or extended with a custom frontend.
int main() {
// initialize track
// call insert/delete functions
// print or verify results
}- Advanced memory management in C
- Designing zero-copy data structures
- Trade-offs between performance and complexity
- Efficient handling of large datasets
- Designing a data structure that avoids copying large audio segments
- Managing memory safely in C without leaks or fragmentation
- Ensuring correctness when multiple tracks share segment references