Speaker | Announces things for Android

found some answers to my own question, sharing with community

6-sec auto-switch mode is a new feature in Android 12, which works only if (mode == AudioSystem.MODE_IN_COMMUNICATION) (check out flow related to MSG_CHECK_MODE_FOR_UID flag). This should help for MODE_IN_COMMUNICATION set to AudioManager and left after app exit, this was messing with global/system-level audio routing. There is also a brand new AudioManager.OnModeChangedListener called when mode is (auto-)changing

and setSpeakerphoneOn turns out to be deprecated, even if this isn't marked in doc... we have new method setCommunicationDevice(AudioDeviceInfo) and in its description we have info about startBluetoothSco(), stopBluetoothSco() and setSpeakerphoneOn(boolean) deprecation. I'm using all three methods and now on Android 12 I'm iterating through getAvailableCommunicationDevices(), comparing type of every item and if desired type found I'm calling setCommunicationDevice(targetAudioDeviceInfo). I'm NOT switching audio mode at all now, staying on MODE_NORMAL. All my streams are AudioManager.STREAM_VOICE_CALL type (where applicable)

for built-in earpiece audio playback aka. "ear-friendly mode" we were using

One of the speakers said: "you can only expect that storing data to a production service works if only one copy of that test is running at a time."

Right. Imagine if two instances of this code are running. If both Store operations execute before either Load operation takes place, the one whose Store executed first will load the wrong value.

Consider this pattern where the two instances are called "first" and "second":

1. First Store executes, stores first random value.
2. Second Store starts executing, starts storing second random value.
3. First Load is blocked on the second Store completing due to a lock internal to the database
4. Second Load is blocked on the Store completing due to a local internal to the database.
5. Second Store finishes and release the internal lock.
6. First Load can now execute, it gets second random value.
7. EXPECT_EQ fails as the first and second random values are different.

The other speaker said: "Once you add continuous integration in the mix, the test starts failing".

If a CI system is testing multiple instances of the code at the same time, race conditions like the example above can occur and cause tests to fail as the multiple instances race with each other.

Does Azure's batch transcription support speaker diarization for more than 2 speakers?

No, Azure Azure's batch transcription does not support speaker Diarization for more than 2 speakers as of now.

For diarization, the speakers are identified as 1 or 2. To request diarization, set the diarizationEnabled property to true.

You can refer this github issue for the similar conversation about azure's batch transcription for more than 2 speakers.

This should solve your problems:

there are some permissions like camera, bluetooth which need to be asked first and then manually provided. use this in the activity that loads first in your app.

If I understand correctly, what you want is called a convex hull, you can compute it using scipy:

Using ave to replace by "Sequ" with first respective Q, finally subset.

Here is a try. I do not have any experience with 'gazes' etc...

It took me some time and some help (see here Conditionally take value from column1 if the column1 name == first(value) from column2 BY GROUP thanks to @tmfmnk.

I hope this potpourri of code may help. I left the code as it is because of sake of readability. I am sure one can fine tune it. Main parts of what I tried to do is in the blocks.

If need replace values by DataFrame.mean use DataFrame.clip: