LocaleHelper” is the solution all you need. You just have to initialize locale on your application’s main class. After that all your language changes will persist.
In application class make following changes:
    public class MainApplication extends Application {
    @Override
    public void onCreate() {
        super.onCreate();
        LocaleHelper.onCreate(this, "en");
    }
}
LocalHelper.java will be:
public class LocaleHelper {
private static final String SELECTED_LANGUAGE = "Locale.Helper.Selected.Language";
public static void onCreate(Context context) {
    String lang = getPersistedData(context, Locale.getDefault().getLanguage());
    setLocale(context, lang);
}
public static void onCreate(Context context, String defaultLanguage) {
    String lang = getPersistedData(context, defaultLanguage);
    setLocale(context, lang);
}
public static String getLanguage(Context context) {
    return getPersistedData(context, Locale.getDefault().getLanguage());
}
public static void setLocale(Context context, String language) {
    persist(context, language);
    updateResources(context, language);
}
private static String getPersistedData(Context context, String defaultLanguage) {
    SharedPreferences preferences = PreferenceManager.getDefaultSharedPreferences(context);
    return preferences.getString(SELECTED_LANGUAGE, defaultLanguage);
}
private static void persist(Context context, String language) {
    SharedPreferences preferences = PreferenceManager.getDefaultSharedPreferences(context);
    SharedPreferences.Editor editor = preferences.edit();
    editor.putString(SELECTED_LANGUAGE, language);
    editor.apply();
}
private static void updateResources(Context context, String language) {
    Locale locale = new Locale(language);
    Locale.setDefault(locale);
    Resources resources = context.getResources();
    Configuration configuration = resources.getConfiguration();
    configuration.locale = locale;
    resources.updateConfiguration(configuration, resources.getDisplayMetrics());
}
}
For detail description you refer this link.
Hope it will help you.