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Deep Learning for Automatic Mixing

Audio Engineering

Music Production
Audio effects

Automatic Mixing

Intelligent Music Production
Problem Formulation
Differentiable signal processing
Methods
Loss Functions

Implementation

Inference
Datasets for automix systems
Models
Training
Evaluation

Evaluation

Evaluation
Listening Tests
Evaluation

Conclusion

Future Directions
Conclusions
References

Repository
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By Christian J. Steinmetz, Soumya Sai Vanka, Marco Martínez, Gary Bromham

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