Marshall, J.
In September, 1991, a Suffolk County grand jury returned an indictment charging the defendant, Latasha Crawford, with the murder of Nathaniel Mason Jones. In July, 1992, after hearing four hours of evidence, a jury convicted her of murder in the first degree on a theory of extreme atrocity or cruelty.1 G. L. c. 265, § 1. Crawford was not the shooter of the [61]*61victim: the Commonwealth proceeded against her as a joint venturer.2
Crawford claims error on multiple grounds. Among these are her claim that it was error for the trial judge to refuse to allow her to present expert testimony, both at a hearing on her motion to suppress and at trial, that a statement she gave after she was arrested and in response to questioning by the police was not voluntary because she was a battered woman traumatized by beatings by the victim, and was also suffering the effects of alcohol and drug use when she made the statement. Because her statement was the only inculpatory evidence against her, Crawford argues, the error was prejudicial.
We conclude that the judge should have permitted Crawford’s expert to testify at the hearing on the motion to suppress. Moreover, the judge should not have barred that testimony at trial on the issue of the voluntariness of the defendant’s statement. We reverse the conviction, and remand the case to the Superior Court for proceedings consistent with this opinion. In light of our decision, we need not address each of Crawford’s arguments raised on appeal because they concern matters not likely to arise on retrial.3 We comment, however, on Crawford’s attack on the bill of particulars.
1. On July 19, 1991, Boston police responded to a report of shots being fired at 183 Magnolia Street in the Roxbury section [62]*62of Boston. The first officer on the scene was directed to the victim by Shaun Jones, in whose apartment the shooting took place.4 The victim was still alive but unconscious.5 He had wounds to his head and legs. At trial, the medical examiner testified that the victim died of a gunshot wound to the head — the only gunshot wound he identified.
Shaun Jones told the police that the victim had been shot by “several black males,” and that, after the shooting, he had heard a female voice saying something like, “Come on, come on, let’s go.” Shaun Jones gave the police the name of the defendant as the victim’s girl friend. Five days later the defendant was arrested. After receiving the Miranda warnings, she was questioned by the police.
In response, Crawford told the police6 that she had known the victim for over two years, was in a relationship with him, and was pregnant with his child. During the course of their relationship he had assaulted her, the last time on the morning of the shooting.7 She told police that at about 7 a.m. that morning, she had been driven by Steven Chaney, a long-time friend, to Shaun Jones’s apartment. Nathaniel Jones arrived in a taxi at the same time.8 Crawford told Chaney to drive away, but Nathaniel Jones chased the car, jumped on it, and, while assaulting Crawford, dragged her by her hair out of the car, into the building, and up the stairs into the third-floor apartment. There he dragged her into the bedroom, shut the door, and continued to assault her.
[63]*63Alerted by Chaney to the assault on his sister, the defendant’s brother, Errin Crawford, arrived at the apartment, interrupting the beating. He argued with the victim, and told his sister to leave with him. The defendant and her brother then drove with Chaney to Chaney’s apartment, where Errin Crawford retrieved something from some bushes, which the defendant said was a gun.9 Errin Crawford, Steve Chaney, the defendant, and Willie Stone, Jr., then walked back to Shaun Jones’s apartment.10 When they entered the apartment, the victim ran into the bedroom and hid in a closet. According to the defendant, she and her brother followed him into the bedroom, where Enin Crawford shot the victim. She told the police that she heard two or three shots fired, and that the victim was screaming. Errin Crawford, Stone, Chaney, the defendant, and Shaun Jones all ran out of the apartment. Crawford told Detective Horsley that her brother had shot the victim because he beat her “all the time”; her brother had seen the defendant’s bruises from the victim’s assault on her that morning and “got mad and did what he did.”
2. Just prior to trial, a hearing was held on Crawford’s motion to suppress the statements she had made in response to the police questioning. Detective Horsley testified that, when the defendant was arrested in mid-afternoon, she had to be awakened, appeared disheveled, but did not appear to be under the influence of drugs or alcohol. He testified that she had cried during the interview; the tape recording has many lengthy pauses when Crawford can be heard crying.
Crawford testified that, during her interrogation, she had vomited several times, and she had been feeling the effects of large amounts of alcohol she had consumed the night before and cocaine she had ingested over the previous four days. She testified that she was pressured into speaking to Detective Horsley and had been feeling “beaten up, tom down.” She testified that, although earlier at the police station she had denied ever [64]*64receiving medical treatment for injuries she received from the victim, her statement was not true.11 See note 7, supra.
Defense counsel then called an expert psychologist to testify on the defendant’s state of mind as a victimized or battered woman. Crawford made a written and oral offer of proof in support of the admission of the expert opinion testimony on her “motion to suppress statements and at trial.”12 The judge refused to allow the expert to testify, stating that he did not need “any expert to help me determine whether or not she voluntarily, intelligently and knowingly waived any rights she might have had in the circumstances, and whether or not the statement was voluntary.” The judge further stated that: “I don’t think a jury needs. [the expert testimony] either. That’s something that an ordinary person can determine on all the evidence in this case. No expert is needed for that purpose.” He denied the motion.
Crawford argues that it was error for the judge to refuse to consider the testimony of the expert psychologist at the hearing on the motion to suppress and to bar that testimony from the [65]*65jury’s consideration of the voluntariness of her statement. In the circumstances of this case, and based on the proffer of the defendant, the judge should have admitted the testimony of Crawford’s expert witness. Our “humane practice” requires that at a preliminary hearing in the absence of the jury, a judge must decide whether a defendant’s incriminating statements were voluntary. Commonwealth v. Tavares, 385 Mass. 140, 149, cert. denied, 457 U.S. 1137 (1982). Moreover, “[d]ue process requires the Commonwealth to persuade the judge at the suppression hearing that the statement was voluntary before it is admitted in evidence at trial.” Id. at 151, citing Jackson v. Denno, 378 U.S. 368, 376 (1964), and
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Marshall, J.
In September, 1991, a Suffolk County grand jury returned an indictment charging the defendant, Latasha Crawford, with the murder of Nathaniel Mason Jones. In July, 1992, after hearing four hours of evidence, a jury convicted her of murder in the first degree on a theory of extreme atrocity or cruelty.1 G. L. c. 265, § 1. Crawford was not the shooter of the [61]*61victim: the Commonwealth proceeded against her as a joint venturer.2
Crawford claims error on multiple grounds. Among these are her claim that it was error for the trial judge to refuse to allow her to present expert testimony, both at a hearing on her motion to suppress and at trial, that a statement she gave after she was arrested and in response to questioning by the police was not voluntary because she was a battered woman traumatized by beatings by the victim, and was also suffering the effects of alcohol and drug use when she made the statement. Because her statement was the only inculpatory evidence against her, Crawford argues, the error was prejudicial.
We conclude that the judge should have permitted Crawford’s expert to testify at the hearing on the motion to suppress. Moreover, the judge should not have barred that testimony at trial on the issue of the voluntariness of the defendant’s statement. We reverse the conviction, and remand the case to the Superior Court for proceedings consistent with this opinion. In light of our decision, we need not address each of Crawford’s arguments raised on appeal because they concern matters not likely to arise on retrial.3 We comment, however, on Crawford’s attack on the bill of particulars.
1. On July 19, 1991, Boston police responded to a report of shots being fired at 183 Magnolia Street in the Roxbury section [62]*62of Boston. The first officer on the scene was directed to the victim by Shaun Jones, in whose apartment the shooting took place.4 The victim was still alive but unconscious.5 He had wounds to his head and legs. At trial, the medical examiner testified that the victim died of a gunshot wound to the head — the only gunshot wound he identified.
Shaun Jones told the police that the victim had been shot by “several black males,” and that, after the shooting, he had heard a female voice saying something like, “Come on, come on, let’s go.” Shaun Jones gave the police the name of the defendant as the victim’s girl friend. Five days later the defendant was arrested. After receiving the Miranda warnings, she was questioned by the police.
In response, Crawford told the police6 that she had known the victim for over two years, was in a relationship with him, and was pregnant with his child. During the course of their relationship he had assaulted her, the last time on the morning of the shooting.7 She told police that at about 7 a.m. that morning, she had been driven by Steven Chaney, a long-time friend, to Shaun Jones’s apartment. Nathaniel Jones arrived in a taxi at the same time.8 Crawford told Chaney to drive away, but Nathaniel Jones chased the car, jumped on it, and, while assaulting Crawford, dragged her by her hair out of the car, into the building, and up the stairs into the third-floor apartment. There he dragged her into the bedroom, shut the door, and continued to assault her.
[63]*63Alerted by Chaney to the assault on his sister, the defendant’s brother, Errin Crawford, arrived at the apartment, interrupting the beating. He argued with the victim, and told his sister to leave with him. The defendant and her brother then drove with Chaney to Chaney’s apartment, where Errin Crawford retrieved something from some bushes, which the defendant said was a gun.9 Errin Crawford, Steve Chaney, the defendant, and Willie Stone, Jr., then walked back to Shaun Jones’s apartment.10 When they entered the apartment, the victim ran into the bedroom and hid in a closet. According to the defendant, she and her brother followed him into the bedroom, where Enin Crawford shot the victim. She told the police that she heard two or three shots fired, and that the victim was screaming. Errin Crawford, Stone, Chaney, the defendant, and Shaun Jones all ran out of the apartment. Crawford told Detective Horsley that her brother had shot the victim because he beat her “all the time”; her brother had seen the defendant’s bruises from the victim’s assault on her that morning and “got mad and did what he did.”
2. Just prior to trial, a hearing was held on Crawford’s motion to suppress the statements she had made in response to the police questioning. Detective Horsley testified that, when the defendant was arrested in mid-afternoon, she had to be awakened, appeared disheveled, but did not appear to be under the influence of drugs or alcohol. He testified that she had cried during the interview; the tape recording has many lengthy pauses when Crawford can be heard crying.
Crawford testified that, during her interrogation, she had vomited several times, and she had been feeling the effects of large amounts of alcohol she had consumed the night before and cocaine she had ingested over the previous four days. She testified that she was pressured into speaking to Detective Horsley and had been feeling “beaten up, tom down.” She testified that, although earlier at the police station she had denied ever [64]*64receiving medical treatment for injuries she received from the victim, her statement was not true.11 See note 7, supra.
Defense counsel then called an expert psychologist to testify on the defendant’s state of mind as a victimized or battered woman. Crawford made a written and oral offer of proof in support of the admission of the expert opinion testimony on her “motion to suppress statements and at trial.”12 The judge refused to allow the expert to testify, stating that he did not need “any expert to help me determine whether or not she voluntarily, intelligently and knowingly waived any rights she might have had in the circumstances, and whether or not the statement was voluntary.” The judge further stated that: “I don’t think a jury needs. [the expert testimony] either. That’s something that an ordinary person can determine on all the evidence in this case. No expert is needed for that purpose.” He denied the motion.
Crawford argues that it was error for the judge to refuse to consider the testimony of the expert psychologist at the hearing on the motion to suppress and to bar that testimony from the [65]*65jury’s consideration of the voluntariness of her statement. In the circumstances of this case, and based on the proffer of the defendant, the judge should have admitted the testimony of Crawford’s expert witness. Our “humane practice” requires that at a preliminary hearing in the absence of the jury, a judge must decide whether a defendant’s incriminating statements were voluntary. Commonwealth v. Tavares, 385 Mass. 140, 149, cert. denied, 457 U.S. 1137 (1982). Moreover, “[d]ue process requires the Commonwealth to persuade the judge at the suppression hearing that the statement was voluntary before it is admitted in evidence at trial.” Id. at 151, citing Jackson v. Denno, 378 U.S. 368, 376 (1964), and Commonwealth v. Harris, 371 Mass. 462, 471 n.3 (1976). A trial judge, therefore, has a “constitutional obligation to conduct a voir dire examination in the absence of the jury where the voluntariness of a confession is in issue and to make an affirmative finding of voluntariness before the jury are allowed to consider it.” Commonwealth v. Tavares, supra at 151, quoting Commonwealth v. Harris, supra at 469.
At a suppression hearing, there is an initial presumption that the defendant’s statement is voluntary, placing the burden on the defendant to produce evidence tending to show otherwise. See Commonwealth v. Harris, supra at 471 n.3. Where, as here, that evidence is forthcoming, the presumption disappears and the Commonwealth must then prove beyond a reasonable doubt that the statement was voluntary. Commonwealth v. Tavares, supra at 152. If evidence proffered by the defendant is not admitted, the burden of proof does not shift.
The testimony of experts may provide invaluable help to judges and to juries in making a determination of voluntariness. See, e.g., Commonwealth v. Chung, 378 Mass. 451, 458 n.8 (1979) (judge had independent obligation to instruct jury to consider voluntariness of confession in light of extensive psychiatric evidence of involuntariness); Commonwealth v. Banuchi, 335 Mass. 649, 654-656 (1957) (prejudicial error to exclude expert testimony on effect of sudden deprivation of alcohol or mental capacity of confirmed alcoholic to make alleged confessions). See also Commonwealth v. Hunter, 416 Mass. 831, 832-833 (1994) (reversal required where defendant offered expert psychiatric testimony on voluntariness and judge denied motion for voir dire); United States v. Gordon, 638 F. Supp. 1120 (W.D. La. 1986), aff’d, 812 F.2d 965 (5th Cir.), cert. [66]*66denied, 438 U.S. 1009 (1987) (battered woman syndrome expert evidence admissible in suppression hearing on voluntariness of statements of defendant accused of joint venture murder of abusive husband). In making his assessment, a judge may not simply rely on his own generalized knowledge of alcoholism, substance abuse, battered woman syndrome, or other debilitating conditions, but must make a determination whether a particular statement made by a particular defendant under a particular set of circumstances was voluntary.
In this case, the defendant proffered expert testimony to explain her particular mental state as a battered woman who had been traumatized by the brutal assaults of the victim, by witnessing the shooting of the victim, and by her own alcohol and drug dependency, when she was questioned by the police. She testified that she had been pressured by the police to answer their questions. She also sought to demonstrate, through her expert, that she was incapable of refusing to answer questions put to her by the police. The defendant was entitled to place this evidence before the judge, as the Commonwealth was entitled to cross-examine the expert and test the strength of the proffered testimony. Of course, a defendant who suffers from one or more debilitating conditions may nevertheless be found to have made a statement that is voluntary. See, e.g., Commonwealth v. Libran, 405 Mass. 634, 638-639 (1989) (mentally retarded, schizophrenic, manic depressive defendant capable of making voluntary statement); Commonwealth v. Allen, 395 Mass. 448, 456-457 (1985) (statement voluntary even though given while defendant recovered from gunshot wound implicating areas of brain controlling “appropriate” behavior). That is no reason to exclude the expert testimony.
When relevant expert testimony is entirely excluded by a trial judge, any resulting ruling is suspect. Commonwealth v. Banuchi, supra at 654-656.13 We do not agree with the Commonwealth that the trial judge’s prior exposure to the general subject of posttraumatic stress disorder or battered woman [67]*67syndrome is determinative of whether he should have permitted expert testimony on those subjects. It could be that the expert’s testimony would not have altered his ruling. But he should have heard the evidence before he made his ruling.
We comment further on the judge’s statement that there was no need for the jury to consider the expert testimony on the voluntariness issue.14 We do not agree with the judge’s conclusions that the effects of posttraumatic stress disorder, or battered woman syndrome, are within the common experience of the ordinary juror.15 A judge, of course, has “no duty to ask the jury [68]*68to pass on voluntariness unless it is made a live issue at trial.” Commonwealth v. Alicea, 376 Mass. 506, 523 (1978). Here the voluntariness of the defendant’s statement was a live issue before and during the trial, and the judge correctly gave a humane practice instruction to the jury. If a humane practice instruction was warranted, admission of evidence relevant to the jury’s determination of voluntariness was also warranted.
The erroneous exclusion of the expert testimony both at the motion to suppress and at trial was prejudicial. Such an error may not be prejudicial where there is overwhelming evidence independent of the defendant’s statement that the defendant committed the crime. Commonwealth v. Vazquez, 387 Mass. 96, 103 (1982); Commonwealth v. Chung, 378 Mass. 451, 459 (1979); Commonwealth v. Johnston, 373 Mass. 21, 25 (1977). This is a far cry from those cases. Moreover, Crawford’s confession was the only evidence presented at trial directly tying the defendant to the crime. See Commonwealth v. Hosey, 368 Mass. 571, 579 (1975).
3. The Commonwealth’s bill of particulars identified only a theory of premeditation to support the murder indictment. The defendant says that she was unfairly and prejudicially taken by surprise when, after both the prosecution and the defense had rested, the prosecutor requested (and received) a jury instruction on extreme atrocity or cruelty and then argued that theory in her closing statement. Given our disposition of the case, we comment briefly on this claim.
Crawford’s defense was that she was an observer and not a joint venturer. We do not find persuasive the Commonwealth’s argument that her defense could not have been prejudiced by the Commonwealth’s pursuit of a conviction under a theory different from the one contained in the bill of particulars. A defendant in Crawford’s circumstances could argue that she was merely an observer and that the murder was not of a caliber warranting a conviction under a theory of extreme atrocity or cruelty.
Because Crawford was not on notice that she faced prosecu[69]*69tion for murder in the first degree on a theory of extreme atrocity or cruelty, she says, her counsel did not dwell on the medical evidence that was presented — evidence she claims negates any such theory. For example, the testimony of the medical examiner was that, based on the autopsy, the victim had been shot once. Crawford also points out, correctly, that the essential elements of the crime of murder in the first degree on a theory of deliberate premeditation differ from the essential elements of the same crime on a theory of extreme atrocity or cruelty. Had the judge instructed the jury on a theory of deliberate premeditation only, the jury would have been instructed on the first prong of malice only and would have to find that Crawford had a specific intent to kill the victim. Commonwealth v. Judge, 420 Mass. 433, 441 (1995).
“The purpose ... of specifications in a bill of particulars ... is to give a defendant reasonable knowledge of the nature and character of the crime charged . . . and the effect, when filed, is to bind and restrict the Commonwealth as to the scope of the indictment and to the proof to be offered in support of it.” Rogan v. Commonwealth, 415 Mass. 376, 378 (1993), quoting Commonwealth v. Hare, 361 Mass. 263, 267-268 (1972). In Commonwealth v. Tavares, 385 Mass. 140 (1982), the defendant argued, as here, that he was prejudiced by the variance between a bill of particulars giving deliberate premeditation as the Commonwealth’s theory, and the presentation of the case to the jury on a theory of extreme atrocity or cruelty. Id. at 157. We concluded that in the circumstances of that case the variance between the particulars and the proof offered at trial did not-prejudice that defendant who, charged with viciously beating a man to death, was on notice prior to trial that the Commonwealth might introduce in evidence photographs and the autopsy report of the victim. In this case, there was little evidence comparable to the kind of which the defendant in Tavares had notice.
In Commonwealth v. Edelin, 371 Mass. 497 (1976), we held that the defendant was entitled to an acquittal because of a prejudicial variance between the indictment as particularized and as proved at trial.16 We noted that it was open to the Commonwealth “within reasonable limits of circumstance and time” to amend its bill. Id. at 521, citing G. L. c. 277, § 40 (since [70]*70repealed). Such amendments have been permitted after the evidence has closed, Commonwealth v. Barnoski, 418 Mass. 523, 539 (1994); Commonwealth v. Corcoran, 348 Mass. 437, 441-442 (1965), or even after final arguments, Commonwealth v. Lussier, 333 Mass. 83, 91-92 (1955). Here too, it was open to the Commonwealth to amend its bill. It did not do so. Because of our disposition of the case, however, we need not consider whether Crawford was prejudiced because she did not have “reasonable knowledge of the crimes charged, with adequate notice to prepare [her] defense,” Commonwealth v. Amirault, 404 Mass. 221, 233-234 (1989). At her new trial, if the Commonwealth proceeds on a claim of murder in the first degree,17 the defendant will now be on notice that the Commonwealth may proceed on a theory of extreme atrocity or cruelty.18
The judgment is reversed, the verdict set aside, and the case is remanded to the Superior Court for a new trial consistent with this opinion.
So ordered.