Распознавание эмоций

from nexara import Nexara

client = Nexara()  # ключ из переменной окружения NEXARA_API_KEY

result = client.transcriptions.create(
    file="call.mp3",
    model="nexara-ru",
    task="diarize",
    emotions=True,
)

for segment in result.segments:
    if segment.emotion:
        print(f"{segment.speaker} [{segment.emotion.label}]: {segment.text}")
    else:
        print(f"{segment.speaker}: {segment.text}")

import { Nexara } from "nexara-sdk";

const client = new Nexara(); // ключ из переменной окружения NEXARA_API_KEY

const result = await client.transcriptions.create({
  file: "call.mp3",
  model: "nexara-ru",
  task: "diarize",
  emotions: true,
});

for (const segment of result.segments) {
  if (segment.emotion) {
    console.log(`${segment.speaker} [${segment.emotion.label}]: ${segment.text}`);
  } else {
    console.log(`${segment.speaker}: ${segment.text}`);
  }
}

curl https://api.nexara.ru/v1/audio/transcriptions \
  -H "Authorization: Bearer nx-XXXXXXXXXXXXXXXXXXXXXXXX" \
  -F "file=@call.mp3" \
  -F "model=nexara-ru" \
  -F "task=diarize" \
  -F "emotions=true"

import requests

with open("call.mp3", "rb") as audio_file:
    response = requests.post(
        "https://api.nexara.ru/v1/audio/transcriptions",
        headers={"Authorization": "Bearer nx-XXXXXXXXXXXXXXXXXXXXXXXX"},
        files={"file": audio_file},
        data={
            "model": "nexara-ru",
            "task": "diarize",
            "emotions": "true",
        },
    )

for segment in response.json()["segments"]:
    emotion = segment.get("emotion")
    label = emotion["label"] if emotion else "—"
    print(f"{segment['speaker']} [{label}]: {segment['text']}")

import fs from "fs";

const form = new FormData();
form.append("file", new Blob([fs.readFileSync("call.mp3")]), "call.mp3");
form.append("model", "nexara-ru");
form.append("task", "diarize");
form.append("emotions", "true");

const response = await fetch(
  "https://api.nexara.ru/v1/audio/transcriptions",
  {
    method: "POST",
    headers: { Authorization: "Bearer nx-XXXXXXXXXXXXXXXXXXXXXXXX" },
    body: form,
  },
);

const result = await response.json();
for (const segment of result.segments) {
  console.log(`${segment.speaker} [${segment.emotion?.label ?? "—"}]: ${segment.text}`);
}

package main

import (
	"bytes"
	"fmt"
	"io"
	"mime/multipart"
	"net/http"
	"os"
)

func main() {
	file, _ := os.Open("call.mp3")
	defer file.Close()

	var buf bytes.Buffer
	writer := multipart.NewWriter(&buf)
	part, _ := writer.CreateFormFile("file", "call.mp3")
	io.Copy(part, file)
	writer.WriteField("model", "nexara-ru")
	writer.WriteField("task", "diarize")
	writer.WriteField("emotions", "true")
	writer.Close()

	req, _ := http.NewRequest("POST", "https://api.nexara.ru/v1/audio/transcriptions", &buf)
	req.Header.Set("Authorization", "Bearer nx-XXXXXXXXXXXXXXXXXXXXXXXX")
	req.Header.Set("Content-Type", writer.FormDataContentType())

	resp, _ := http.DefaultClient.Do(req)
	defer resp.Body.Close()

	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "uri"
require "json"

uri = URI("https://api.nexara.ru/v1/audio/transcriptions")

request = Net::HTTP::Post.new(uri)
request["Authorization"] = "Bearer nx-XXXXXXXXXXXXXXXXXXXXXXXX"
request.set_form(
  [
    ["file", File.open("call.mp3")],
    ["model", "nexara-ru"],
    ["task", "diarize"],
    ["emotions", "true"],
  ],
  "multipart/form-data",
)

response = Net::HTTP.start(uri.hostname, uri.port, use_ssl: true) do |http|
  http.request(request)
end

JSON.parse(response.body)["segments"].each do |segment|
  label = segment["emotion"] ? segment["emotion"]["label"] : "—"
  puts "#{segment["speaker"]} [#{label}]: #{segment["text"]}"
end