@Henning Weise Thanks for the question. Are you using which version of SDK? PullAudioInputStream now send wav header information to the Speech Service based on AudioStreamFormat, optionally specified when they were created. now use the supported audio input format. Any other formats will get sub-optimal recognition results or may cause other issues.
Here is the document to use audio input streams.