hbredin

from pyannote import Annotation, Segment
 
# uri (optional) uniform resource identifier
uri = 'GameOfThrones.Season01.Episode01'
# modality (optional)
modality = 'scene'
 
# 
a = Annotation(uri=uri, modality=modality)
 

hbredin

import simplejson as json
import itertools
LABELS = ['howard', 'leonard', 'non_speech',
          'other', 'penny', 'raj', 'sheldon']

def loss(gold, pred, durations=None):

    # convert '0' to 'howard', '1' to 'leonard', etc...
    gold = [LABELS[int(k)] for k in gold]
    pred = [LABELS[int(k)] for k in pred]

hbredin

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {

hbredin

Dataset

• Collection
• Re-encoding
• Usage agreement
• Distribution

Baseline

hbredin

hbredin

hbredin

"""This module defines functions that do the actual work"""

def time_based_propagation(speaker_diarization, pronounced_names, neighborhood=20.0):
    """Perform time-based propagation and return 'who speaks when' hypothesis as pyannote.core.Annotation"""

    hypothesis = Annotation()
    # do something with speaker_diarization, pronounced_names and neighborhood
    return hypothesis

hbredin

export PATH=/people/bredin/cluster/bin:$PATH
export LD_LIBRARY_PATH=/people/bredin/cluster/lib:/people/bredin/cluster/lib64:$LD_LIBRARY_PATH

# GCC suivant la procédure d'Eric

# OpenSSL
wget https://www.openssl.org/source/openssl-1.0.2g.tar.gz
tar xzvf openssl-1.0.2g.tar.gz
cd openssl-1.0.2g
CFLAGS=-fPIC ./config shared --openssldir=/people/bredin/cluster

hbredin

hbredin