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spectre.go
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package main
import (
"encoding/binary"
"flag"
"fmt"
"io"
"log"
"os"
"os/signal"
"github.com/snuffpuppet/spectre/fingerprint"
"github.com/snuffpuppet/spectre/pcm"
//"github.com/snuffpuppet/spectre/audiomatcher"
"bufio"
"github.com/snuffpuppet/spectre/analysis"
"github.com/snuffpuppet/spectre/audiomatcher"
)
const (
_ = iota
SA_PWELCH = iota
SA_BESPOKE = iota
)
/* - these with -bespoke using NFFT=512 (256 unique buckets) work best so far
// With LFC = 1000.0
// UFC = 2000.0
// TDT = 0.5
// SILENCE = 30.0 (both)
const SAMPLE_RATE = 11025
const BLOCK_SIZE = 2048
*/
const SAMPLE_RATE = 11025
const BLOCK_SIZE = 2048
const BLOCKS_PER_SECOND = SAMPLE_RATE / BLOCK_SIZE
//const REQUIRED_CANDIDATES = 4 // required number of frequency candidates for a fingerprint entry
const LOWER_FREQ_CUTOFF = 1000.0 // Lowest frequency acceptable for matching
const UPPER_FREQ_CUTOFF = 2000.0 // Highest frequency acceptable for matching
const TIME_DELTA_THRESHOLD = 0.5 // required minimum time diff between freq matches to be considered a hit
const FILE_SILENCE_THRESHOLD = 30.0
const MIC_SILENCE_THRESHOLD = 30.0
type Fingerprinter interface {
Fingerprint() []byte
//Timestamp() float64
}
type Timestamper interface {
Timestamp() float64
}
type Ider interface {
BlockId() int
}
type IdTimestamper interface {
Ider
Timestamper
}
type TimeIdFLoat64Slicer interface {
Timestamper
Ider
asFloat64() []float64
}
func printStatus(fp Fingerprinter, frame IdTimestamper, verbose bool) {
if verbose {
header := fmt.Sprintf("[%4d:%6.2f]", frame.BlockId(), frame.Timestamp())
if fp == nil {
fmt.Printf("%s fp: nil\n", header)
} else {
//fmt.Printf("%s %s\n", header, fp.Candidates)
fmt.Printf("%s %s\n", header, fp)
//fmt.Printf("%s -> Key: %v\n\n", header, fp.Fingerprint())
}
}
}
type PcmReader interface {
Read() (*pcm.Frame, error)
}
func getFingerprint(analyser analysis.SpectralAnalyser, samples []float64, silenceThreshold float64) (Fingerprinter) {
//s := ""
spectra := analyser(samples, SAMPLE_RATE)
//log.Printf("Raw Samples:\n%v\n%v\n\n", spectra.Freqs, spectra.Pxx)
//s = fmt.Sprintf("%s -> samples=%d", s, len(spectra.Freqs))
spectra = spectra.Filter(LOWER_FREQ_CUTOFF, UPPER_FREQ_CUTOFF, silenceThreshold)
//s = fmt.Sprintf("%s -> audible=%d", s, len(spectra.Freqs))
spectra = spectra.Maxima()
//s = fmt.Sprintf("%s -> maxima=%d", s, len(spectra.Freqs))
//spectra = spectra.HighPass()
//s = fmt.Sprintf("%s -> highPass=%d", s, len(spectra.Freqs))
//log.Println(s)
//fp := fingerprint.NewChromaprint(Pxx, freqs)
fp := fingerprint.NewChromaprint(spectra)
if fp == nil {
return nil
}
return fp
}
func loadStream(filename string, stream PcmReader, matches audiomatcher.Matches, analyser analysis.SpectralAnalyser, optVerbose bool) (audiomatcher.Matches, error){
clashCount, fpCount := 0, 0
for {
frame, err := stream.Read()
if (err != nil) {
if (err == io.EOF || err == io.ErrUnexpectedEOF) {
break
}
return matches, err
}
fp := getFingerprint(analyser, frame.AsFloat64(), FILE_SILENCE_THRESHOLD)
printStatus(fp, frame, optVerbose)
if fp != nil {
fpCount++
if _, ok := matches[string(fp.Fingerprint())]; ok {
clashCount++
}
matches[string(fp.Fingerprint())] = audiomatcher.Match{filename, frame.Timestamp()}
}
}
log.Printf("%s:\tFingerprints %d, hash clashes: %d\n", filename, fpCount, clashCount)
return matches, nil
}
func loadFiles(filenames []string, analyser analysis.SpectralAnalyser, optVerbose bool) (matches audiomatcher.Matches, err error) {
matches = make(audiomatcher.Matches)
for _, filename := range filenames {
fmt.Printf("Processing fingerprints for %s...\n", filename)
stream, err := pcm.NewFileStream(filename, SAMPLE_RATE, BLOCK_SIZE)
if (err != nil) {
return nil, err
}
matches, err = loadStream(filename, stream, matches, analyser, optVerbose)
stream.Close()
}
return matches, nil
}
func listen(audioMappings audiomatcher.Matches, analyser analysis.SpectralAnalyser, optVerbose bool) error {
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt, os.Kill)
stream, err := pcm.NewMicStream(SAMPLE_RATE, BLOCK_SIZE)
if (err != nil) {
return err
}
if err := stream.Start(); err != nil {
return fmt.Errorf("Error starting microphone recording: %s", err)
}
fmt.Printf("Listening for %d fingerprints. Press Ctrl-C to stop\n", len(audioMappings))
matcher := audiomatcher.New(audioMappings)
for {
frame, err := stream.Read()
if err != nil {
log.Fatalf("Error reading microphone: %s", err)
}
fp := getFingerprint(analyser, frame.AsFloat64(), MIC_SILENCE_THRESHOLD)
if fp != nil {
printStatus(fp, frame, optVerbose)
matcher.Register(fp, frame.Timestamp())
// Check every second to see if they are certain enough to be a match
if frame.BlockId() % BLOCKS_PER_SECOND == 0 {
hits := matcher.GetHits(TIME_DELTA_THRESHOLD)
if len(hits) > 0 {
fmt.Println(hits)
}
}
}
select {
case <-sig:
return nil
default:
}
}
}
func record(outfile string) error {
sig := make(chan os.Signal, 1)
signal.Notify(sig, os.Interrupt, os.Kill)
// open output file
fo, err := os.Create(outfile)
if err != nil {
panic(err)
}
// close fo on exit and check for its returned error
defer func() {
if err := fo.Close(); err != nil {
panic(err)
}
}()
// make a write buffer
w := bufio.NewWriter(fo)
in, err := pcm.NewMicStream(SAMPLE_RATE, BLOCK_SIZE)
if (err != nil) {
return err
}
if err := in.Start(); err != nil {
return fmt.Errorf("Error starting microphone recording: %s", err)
}
for {
frame, err := in.Read()
if err != nil {
log.Fatalf("Error reading microphone: %s", err)
}
// write a chunk
if err := binary.Write(w, binary.LittleEndian, frame.Data()); err != nil {
panic(err)
}
select {
case <-sig:
return nil
default:
}
}
}
func dumpBlock(frame *pcm.Frame) {
header := fmt.Sprintf("[%4d:%6.2f] ", frame.BlockId(), frame.Timestamp())
//fmt.Printf("%s %s\n", header, fp.Candidates)
fmt.Printf("%s\n%v\n", header, frame.Data())
}
func dumpData(filenames []string) {
for _, filename := range filenames {
stream, err := pcm.NewFileStream(filename, SAMPLE_RATE, BLOCK_SIZE)
fmt.Printf("Dumping data for %s...\n", filename)
if (err != nil) {
return
}
for {
frame, err := stream.Read()
if (err != nil) {
if err == io.EOF || err == io.ErrUnexpectedEOF {
// EOF is ok, just break & go to next file
break
}
return
}
dumpBlock(frame)
}
}
}
func main() {
var optListen, optVerbose, optDump, optRecord bool
var optOutFile, optAnalyser string
var analyser analysis.SpectralAnalyser
flag.BoolVar(&optListen, "listen", false, "Listen to microphone for song matches")
flag.BoolVar(&optVerbose, "verbose", false, "Verbose output of spectral analysis data")
flag.BoolVar(&optRecord, "record", false, "Record data from Mic into -output file")
//flag.StringVar(&optFormat, "format", "float32", "Format of data to use for spectral analysis (float32|int16)")
flag.StringVar(&optAnalyser, "analyser", "bespoke", "Spectral analyser to use (pwelch | bespoke)")
flag.StringVar(&optOutFile, "output", "", "Output file for recording")
flag.BoolVar(&optDump, "dump", false, "Dump data in raw format from input file")
flag.Parse()
switch optAnalyser {
case "bespoke":
analyser = analysis.Amplitude
case "pwelch":
analyser = analysis.Pwelch
default:
flag.PrintDefaults()
log.Fatalf("Unrecognised spectral analyser requested: '%s'", optAnalyser)
}
if (len(flag.Args()) == 0 && !optRecord) {
flag.PrintDefaults()
os.Exit(1)
}
filenames := flag.Args()
if optDump {
dumpData(filenames)
}
fmt.Printf("Using '%s' analysis to generate fingerprints for %v\n", optAnalyser, filenames)
fingerprints, err := loadFiles(filenames, analyser, optVerbose)
if err != nil {
log.Fatalf("Fatal Error generating fingerprints: %s", err)
}
switch {
case optListen:
if optRecord {
flag.PrintDefaults()
break
}
err := listen(fingerprints, analyser, optVerbose)
if err != nil {
log.Fatalf("Fatal Error getting stream: %s", err)
}
case optRecord:
if optListen {
flag.PrintDefaults()
break
}
record(optOutFile)
}
}