A method for extracting respiration rate from ambulatory ECG and PPG is proposed. Application of Ensemble Empirical Mode Decomposition provides clean respiration signals. Respiration rate with a mean absolute error of 1.8 bpm and mean average error of 10% is extracted. ECG performs better than PPG but there is no statistically significant difference. Recording both signals does not improve performance but ensures a value is obtained more often.