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Questions tagged [diarization]

18 questions
4
votes
1 answer

Efficient speaker diarization

I am running a VM instance on google cloud. My goal is to apply speaker diarization to several .wav files stored on cloud buckets. I have tried the following alternatives with the subsequent problems: Speaker diarization on Google's API. This seems…
Luis
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1 answer

How can I count the number of people speaks in an audio file

I'm working on an audio project. My goal is to count the number of people who spokes in an audio file. We can consider that we already removed the noise from that audio.(for example, if there are two people talking in the audio the program can…
Kacem ICHAKDI
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0 answers

Speaker Diarization using Resemblyzer

I am new to Speaker Diarization and was exploring Resemblyzer library and have a few questions. I looked at the diarization demo here: demo02_diarization.py Use live audio stream instead of static audio files: I see that the demo uses a static mp3…
Darth.Vader
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2 answers

Diart (torchaudio) on Windows x64 results in torchaudio error "ImportError: FFmpeg libraries are not found. Please install FFmpeg."

I am giving a try to a speech diarization project named diart (based on hugging face models) I follow the instructions using a miniconda environment which are essentially: conda create -n diart python=3.8 conda activate diart conda install portaudio…
LoneWanderer
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1
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1 answer

Segmention instead of diarization for speaker count estimation

I'm using diarization of pyannote to determine the number of speakers in an audio, where number of speakers cannot be predetermined. Here is the code to determine speaker count by diarization: from pyannote.audio import Pipeline MY_TOKEN = "" #…
Digil
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0 answers

Extracting voice of different speakers in overlapping speech using pyannote

I am using Pyannote for speaker diarization. I am able to get the overlapping speech's start and end time but not able to do voice separation. Is there a way to use Pyannote for voice separation? If not, please suggest some way to do voice…
vaibhav jain
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0 answers

AttributeError: 'NoneType' object has no attribute 'items' in pyannote speaker diarization package

When working with the pyannote python package from GitHub (tutorial link -> https://github.com/pyannote/pyannote-audio/blob/develop/tutorials/voice_activity_detection.ipynb) I receive the following error: enter image description here The…
askrobola
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1 answer

torch.hub.load('pyannote/pyannote-audio', 'dia') doesn't work in local

I was using this code in google colab but it doesn't work when I want to use it in local OWN_FILE = {'audio': 'file.wav'} pipeline = torch.hub.load('pyannote/pyannote-audio', 'dia') diarization = pipeline(OWN_FILE) Here is the warnings I get for…
Pierre-Louis VENTRE
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1 answer

Google Speech-to-Text API Speaker Diarization with Python .long_running_recognize() method

I was following the answer in this question. But my audio is more then 1 min so I have to use .long_running_recognize(config, audio) method instead .recognize(config, audio). Here is the code: from pathlib import Path # …
Vasyl Kolomiets
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1 answer

Azure speech-to-text speaker identification (or diarization): no text and no guests

I run this sample code from here, just changing the file name and the number of channels from eight to two (one channel is not supported). My goal is to test the speaker identification. Actually the diarization, since I'm not providing speakers…
oprog
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1 answer

Google Speech to text APIs returns only one side of the conversation

I am using Google APIs speech-to-text to transcript audio files (wav files) that are stored in GCS bucket. The audio files are phone records and have 3 speakers ( IVR, Customer, and Engineer) and the transcripts i get either when using diarization…
Ahmed Fahmy
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0
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0 answers

How to use pretrained UIS-RNN model?

google have UIS-RNN model for Speaker Diarization (https://github.com/google/uis-rnn). In their examples they show how to train from scratch the proposed model. Is it possible to used google pretrained UIS-RNN model ? (instead of training the model…
user3668129
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0
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Extracting speech of different speakers in overlapping speech using pyannote

I am using Pyannote for speaker diarization. I am able to get the overlapping speech's start and end time but not able to do voice separation. Is there a way to use Pyannote for voice separation? If not, please suggest some way to do voice…
Giray Yağmur
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0
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1 answer

Can speech diarization be be integrated with deepspeech?

In an online meeting such as Google Meet/ Zoom, I want to detect change of speaker and then transcribe the audio for different speakers. I am using Deepspeech model for speech to text. I have fine-tuned the model for Indian accent english but I want…
vaibhav jain
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How to split 1 channel audio into 2 channels?

I have an audio file with two speakers on 1 channel. I would like to separate the audio in 2 channels (one per speaker). I was thinking of splitting on silences, or more complicated things like speaker diarization to i.e. to detect different…
Lucas
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